Related references
Note: Only part of the references are listed.Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions
Divya Saxena et al.
ACM COMPUTING SURVEYS (2022)
An Efficient Machine-Learning Approach for PDF Tabulation in Turbulent Combustion Closure
Rishikesh Ranade et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2021)
Statistics of Extreme Events in Fluid Flows and Waves
Themistoklis P. Sapsis
ANNUAL REVIEW OF FLUID MECHANICS, VOL 53 (2021)
Direct Numerical Simulation of Flame Propagation and Deflagration to Detonation Transition in Confined Space with Different Perforated Plate Positions
Lijia Zhong et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2021)
Evaluation of a Neural Network-Based Closure for the Unresolved Stresses in Turbulent Premixed V-Flames
Z. M. Nikolaou et al.
FLOW TURBULENCE AND COMBUSTION (2021)
Predicting the fuel flow rate of commercial aircraft via multilayer perceptron, radial basis function and ANFIS artificial neural networks
T. Baklacioglu
AERONAUTICAL JOURNAL (2021)
Conditional scalar dissipation rate modeling for turbulent spray flames using artificial neural networks
S. Yao et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
An a priori evaluation of a principal component and artificial neural network based combustion model in diesel engine conditions
Deepak K. Dalakoti et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
Combustion modeling using Principal Component Analysis: A posteriori validation on Sandia flames D, E and F
Mohammad Rafi Malik et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
A comparison of computational models for predicting yield sooting index
Travis Kessler et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
Investigation of cycle-to-cycle variations in a spark-ignition engine based on a machine learning analysis of the early flame kernel
A. Hanuschkin et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
Deep learning-based model for progress variable dissipation rate in turbulent premixed flames
Shashank Yellapantula et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
Investigation of CO recombination in the boundary layer of CH4/O2 rocket engines
Nikolaos Perakis et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
Efficient bifurcation and tabulation of multi-dimensional combustion manifolds using deep mixture of experts: An a priori study
Opeoluwa Owoyele et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
A data-based hybrid model for complex fuel chemistry acceleration at high temperatures
Sultan Alqahtani et al.
COMBUSTION AND FLAME (2021)
Pareto-efficient combustion framework for predicting transient ignition dynamics in turbulent flames: Application to a pulsed jet-in-hot-coflow flame
Quentin Douasbin et al.
COMBUSTION AND FLAME (2021)
Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network
Weiqi Ji et al.
JOURNAL OF PHYSICAL CHEMISTRY A (2021)
Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows
Mathis Bode et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
A Comprehensive Survey on Graph Neural Networks
Zonghan Wu et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)
Application of machine learning for filtered density function closure in MILD combustion
Zhi X. Chen et al.
COMBUSTION AND FLAME (2021)
Machine Learning of ignition delay times under dual-fuel engine conditions
Wang Han et al.
FUEL (2021)
Physics-informed machine learning: case studies for weather and climate modelling
K. Kashinath et al.
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2021)
Data-assisted combustion simulations with dynamic submodel assignment using random forests
Wai Tong Chung et al.
COMBUSTION AND FLAME (2021)
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications
Navid Zobeiry et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2021)
Challenges of real-world reinforcement learning: definitions, benchmarks and analysis
Gabriel Dulac-Arnold et al.
MACHINE LEARNING (2021)
Instability and mode transition analysis of a hydrogen-rich combustion in a model afterburner
Shinji Nakaya et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
Using deep neural networks to diagnose engine pre-ignition
Nursulu Kuzhagaliyeva et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2021)
Physics-informed machine learning
George Em Karniadakis et al.
NATURE REVIEWS PHYSICS (2021)
Automating turbulence modelling by multi-agent reinforcement learning
Guido Novati et al.
NATURE MACHINE INTELLIGENCE (2021)
Application of deep artificial neural networks to multi-dimensional flamelet libraries and spray flames
Opeoluwa Owoyele et al.
INTERNATIONAL JOURNAL OF ENGINE RESEARCH (2020)
Machine Learning for Fluid Mechanics
Steven L. Brunton et al.
ANNUAL REVIEW OF FLUID MECHANICS, VOL 52 (2020)
Evaluation of Flame Area Based on Detailed Chemistry DNS of Premixed Turbulent Hydrogen-Air Flames in Different Regimes of Combustion
M. Klein et al.
FLOW TURBULENCE AND COMBUSTION (2020)
Examination of diesel spray combustion in supercritical ambient fluid using large-eddy simulations
Wai Tong Chung et al.
INTERNATIONAL JOURNAL OF ENGINE RESEARCH (2020)
Combustion stability monitoring through flame imaging and stacked sparse autoencoder based deep neural network
Zhezhe Han et al.
APPLIED ENERGY (2020)
Impact of Spray Droplet Distribution on the Performances of a Kerosene Lean/Premixed Injector
Patricia Domingo-Alvarez et al.
FLOW TURBULENCE AND COMBUSTION (2020)
Adaptive chemistry via pre-partitioning of composition space and mechanism reduction
Giuseppe D'Alessio et al.
COMBUSTION AND FLAME (2020)
Facilitating Bayesian analysis of combustion kinetic models with artificial neural network
Jiaxing Wang et al.
COMBUSTION AND FLAME (2020)
Detonation initiation by compressible turbulence thermodynamic fluctuations
Colin A. Z. Towery et al.
COMBUSTION AND FLAME (2020)
Prediction of ignition modes of NTC-fuel/air mixtures with temperature and concentration fluctuations
Minh Bau Luong et al.
COMBUSTION AND FLAME (2020)
DNS study of the global heat release rate during early flame kernel development under engine conditions
Tobias Falkenstein et al.
COMBUSTION AND FLAME (2020)
Direct numerical simulation of turbulent premixed jet flames: Influence of inflow boundary conditions
Man-Ching Ma et al.
COMBUSTION AND FLAME (2020)
Techniques for Interpretable Machine Learning
Mengnan Du et al.
COMMUNICATIONS OF THE ACM (2020)
Ensemble Kalman Filter for Assimilating Experimental Data into Large-Eddy Simulations of Turbulent Flows
Jeffrey W. Labahn et al.
FLOW TURBULENCE AND COMBUSTION (2020)
Response of Heat Release Rate to Flame Straining in Swirling Hydrogen-Air Premixed Flames
Kozo Aoki et al.
FLOW TURBULENCE AND COMBUSTION (2020)
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm
Canyi Lu et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2020)
Consensus versus Individual QSARs in Classification: Comparison on a Large-Scale Case Study
Cecile Valsecchi et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2020)
Evolution of local flame displacement speeds in turbulence
Himanshu L. Dave et al.
JOURNAL OF FLUID MECHANICS (2020)
Modelling of the turbulent burning velocity based on Lagrangian statistics of propagating surfaces
Jiaping You et al.
JOURNAL OF FLUID MECHANICS (2020)
Discovering Physical Concepts with Neural Networks
Raban Iten et al.
PHYSICAL REVIEW LETTERS (2020)
Premixed flames subjected to extreme turbulence: Some questions and recent answers
James F. Driscoll et al.
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2020)
Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations
Maziar Raissi et al.
SCIENCE (2020)
A long-term prediction approach based on long short-term memory neural networks with automatic parameter optimization by Tree-structured Parzen Estimator and applied to time-series data of NPP steam generators
Hoang-Phuong Nguyen et al.
APPLIED SOFT COMPUTING (2020)
Prechamber ignition: An exploratory 2-D DNS study of the effects of initial temperature and main chamber composition
Sotirios Benekos et al.
COMBUSTION AND FLAME (2020)
Detailed modeling of a small-scale turbulent pool fire
Bifen Wu et al.
COMBUSTION AND FLAME (2020)
Towards quantitative prediction of ignition-delay-time sensitivity on fuel-to-air equivalence ratio
Richard A. Messerly et al.
COMBUSTION AND FLAME (2020)
Direct Numerical Simulation of the Richtmyer-Meshkov Instability in Reactive and Nonreactive Flows
Maximilian Bambauer et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2020)
A review On reinforcement learning: Introduction and applications in industrial process control
Rui Nian et al.
COMPUTERS & CHEMICAL ENGINEERING (2020)
Nanoparticle Formation and Behavior in Turbulent Spray Flames Investigated by DNS
Abouelmagd Abdelsamie et al.
FLOW TURBULENCE AND COMBUSTION (2020)
Statistical Behaviour and Modelling of Fuel Mass Fraction Dissipation Rate Transport in Turbulent Flame-Droplet Interaction: A Direct Numerical Simulation study
Sean P. Malkeson et al.
FLOW TURBULENCE AND COMBUSTION (2020)
Stochastic explosion risk analysis of hydrogen production facilities
Jihao Shi et al.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2020)
A fast, low-memory, and stable algorithm for implementing multicomponent transport in direct numerical simulations
Aaron J. Fillo et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2020)
Managing computational complexity using surrogate models: a critical review
Reza Alizadeh et al.
RESEARCH IN ENGINEERING DESIGN (2020)
Deep Learning of Activation Energies
Colin A. Grambow et al.
JOURNAL OF PHYSICAL CHEMISTRY LETTERS (2020)
Applications of machine learning to machine fault diagnosis: A review and roadmap
Yaguo Lei et al.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2020)
Direct numerical simulation of a spatially developing n-dodecane jet flame under Spray A thermochemical conditions: Flame structure and stabilisation mechanism
Deepak K. Dalakoti et al.
COMBUSTION AND FLAME (2020)
The role of differential diffusion during early flame kernel development under engine conditions - part I: Analysis of the heat-release-rate response
Tobias Falkenstein et al.
COMBUSTION AND FLAME (2020)
A review of machine learning applications in wildfire science and management
Piyush Jain et al.
ENVIRONMENTAL REVIEWS (2020)
Analysis of turbulent transport characteristic in hydrogen diffusion flames using direct numerical simulation
Jieyu Jiang et al.
NUMERICAL HEAT TRANSFER PART A-APPLICATIONS (2020)
Combustion regime identification from machine learning trained by Raman/Rayleigh line measurements
Kaidi Wan et al.
COMBUSTION AND FLAME (2020)
Chemistry reduction using machine learning trained from non-premixed micro-mixing modeling: Application to DNS of a syngas turbulent oxy-flame with side-wall effects
Kaidi Wan et al.
COMBUSTION AND FLAME (2020)
Data-driven selection of stiff chemistry ODE solver in operator-splitting schemes
Simon Lapointe et al.
COMBUSTION AND FLAME (2020)
Front propagation formulation for large eddy simulation of turbulent premixed flames
Seung Hyun Kim et al.
COMBUSTION AND FLAME (2020)
Dissipation element analysis of non-premixed jet flames
D. Denker et al.
JOURNAL OF FLUID MECHANICS (2020)
Direct numerical simulations of nanoparticle formation in premixed and non-premixed flame-vortex interactions
Luis Cifuentes et al.
PHYSICS OF FLUIDS (2020)
Direct numerical simulation of particle-laden turbulent boundary layers without and with combustion
Zhuo Wang et al.
PHYSICS OF FLUIDS (2020)
Direct numerical simulation of catalytic combustion in a meso-scale channel with non-planar walls
Adam M. Chabane et al.
COMBUSTION AND FLAME (2020)
A direct numerical simulation analysis of turbulent V-shaped flames propagating into droplet-laden mixtures
Gulcan Ozel-Erol et al.
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW (2020)
Modeling of sub-grid conditional mixing statistics in turbulent sprays using machine learning methods
S. Yao et al.
PHYSICS OF FLUIDS (2020)
When Gaussian Process Meets Big Data: A Review of Scalable GPs
Haitao Liu et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)
Direct numerical simulation of low temperature reactions affecting n-dodecane spray autoignition
Taotao Zhou et al.
FUEL (2020)
Large-eddy simulations of transcritical injection and auto-ignition using diffuse-interface method and finite-rate chemistry
Peter C. Ma et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Developing detailed chemical kinetic mechanisms for fuel combustion
Henry J. Curran
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Coupling of turbulence on the ignition of multicomponent sprays
Pavan B. Govindaraju et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Structure and propagation of two-dimensional, partially premixed, laminar flames in diesel engine conditions
Deepak K. Dalakoti et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Numerical study of the ignition behavior of a post-discharge kernel in a turbulent stratified crossflow
T. Jaravel et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
On the statistics of flame stretch in turbulent premixed jet flames in the thin reaction zone regime at varying Reynolds number
Stefano Luca et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Large-Eddy Simulation of the lean-premixed PRECCINSTA burner with wall heat loss
P. Benard et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Turbulence Modeling in the Age of Data
Karthik Duraisamy et al.
ANNUAL REVIEW OF FLUID MECHANICS, VOL 51 (2019)
Scaling and collapse of conditional velocity structure functions in turbulent premixed flames
Samuel H. R. Whitman et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Direct numerical simulation of flame stabilization assisted by autoignition in a reheat gas turbine combustor
Konduri Aditya et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
Pareto-efficient combustion modeling for improved CO-emission prediction in LES of a piloted turbulent dimethyl ether jet flame
Hao Wu et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2019)
A review of a new generation of wildfire-atmosphere modeling
A. Bakhshaii et al.
CANADIAN JOURNAL OF FOREST RESEARCH (2019)
Error-controlled kinetics reduction based on non-linear optimization and sensitivity analysis
Thomas Jaravel et al.
COMBUSTION AND FLAME (2019)
Adaptive chemistry lookup tables for combustion simulations using optimal B-spline interpolants
Mathis Bode et al.
COMBUSTION THEORY AND MODELLING (2019)
Wildland Fire Spread Modeling Using Convolutional Neural Networks
Jonathan L. Hodges et al.
FIRE TECHNOLOGY (2019)
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
M. Raissi et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2019)
Self-Evolving Machine: A Continuously Improving Model for Molecular Thermochemistry
Yi-Pei Li et al.
JOURNAL OF PHYSICAL CHEMISTRY A (2019)
Statistical Models of Key Components of Wildfire Risk
Dexen D. Z. Xi et al.
ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 6 (2019)
Training convolutional neural networks to estimate turbulent sub-grid scale reaction rates
Corentin J. Lapeyre et al.
COMBUSTION AND FLAME (2019)
Cluster analysis of Al agglomeration in solid propellant combustion
Liqun Xiao et al.
COMBUSTION AND FLAME (2019)
Dissipation Element Analysis of Turbulent Premixed Jet Flames
D. Denker et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2019)
Dynamic modeling and optimization of a coal-fired utility boiler to forecast and minimize NOx and CO emissions simultaneously
Seyed Mostafa Safdarnejad et al.
COMPUTERS & CHEMICAL ENGINEERING (2019)
Progress Variable Variance and Filtered Rate Modelling Using Convolutional Neural Networks and Flamelet Methods
Z. M. Nikolaou et al.
FLOW TURBULENCE AND COMBUSTION (2019)
An ANN based hybrid chemistry framework for complex fuels
Rishikesh Ranade et al.
FUEL (2019)
Sub-grid scale model classification and blending through deep learning
Romit Maulik et al.
JOURNAL OF FLUID MECHANICS (2019)
Super-resolution reconstruction of turbulent flows with machine learning
Kai Fukami et al.
JOURNAL OF FLUID MECHANICS (2019)
Towards the distributed burning regime in turbulent premixed flames
A. J. Aspden et al.
JOURNAL OF FLUID MECHANICS (2019)
A regularized deconvolution method for turbulent closure modeling in implicitly filtered large-eddy simulation
Qing Wang et al.
COMBUSTION AND FLAME (2019)
Deep Fluids: A Generative Network for Parameterized Fluid Simulations
Byungsoo Kim et al.
COMPUTER GRAPHICS FORUM (2019)
A review of lithium ion battery failure mechanisms and fire prevention strategies
Qingsong Wang et al.
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2019)
Early Detection of Thermoacoustic Combustion Instability Using a Methodology Combining Complex Networks and Machine Learning
Tsubasa Kobayashi et al.
PHYSICAL REVIEW APPLIED (2019)
A framework for data-based turbulent combustion closure: A priori validation
Rishikesh Ranade et al.
COMBUSTION AND FLAME (2019)
An extended hybrid chemistry framework for complex hydrocarbon fuels
Rishikesh Ranade et al.
FUEL (2019)
Machine Learning To Predict Standard Enthalpy of Formation of Hydrocarbons
Kiran K. Yalamanchi et al.
JOURNAL OF PHYSICAL CHEMISTRY A (2019)
Modeling wildfire spread in wildland-industrial interfaces using dynamic Bayesian network
Nima Khakzad
RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)
DNS analysis of the effects of combustion on turbulence in a supersonic H2/air jet flow
Yaowei Fu et al.
AEROSPACE SCIENCE AND TECHNOLOGY (2019)
Early detection of thermoacoustic combustion oscillations using a methodology combining statistical complexity and machine learning
Takayoshi Hachijo et al.
CHAOS (2019)
Inference of chemical reaction networks based on concentration profiles using an optimization framework
Damoun Langary et al.
CHAOS (2019)
Regimes of premixed turbulent spontaneous ignition and deflagration under gas-turbine reheat combustion conditions
Bruno Savard et al.
COMBUSTION AND FLAME (2019)
Structure of strongly turbulent premixed n-dodecane-air flames: Direct numerical simulations and chemical explosive mode analysis
Chao Xu et al.
COMBUSTION AND FLAME (2019)
Flamelet tabulation methods for solid fuel combustion with fuel-bound nitrogen
Xu Wen et al.
COMBUSTION AND FLAME (2019)
Deep learning for presumed probability density function models
Marc T. Henry de Frahan et al.
COMBUSTION AND FLAME (2019)
High-temperature oxidation of methyl isopropyl ketone: A shock tube experiment and a kinetic model
Jia Cheng et al.
COMBUSTION AND FLAME (2019)
Time-resolved flow field and thermal loads in a single-element GOx/GCH4 rocket combustor
Julian Zips et al.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2019)
Data-driven discovery of coordinates and governing equations
Kathleen Champion et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)
Definitions, methods, and applications in interpretable machine learning
W. James Murdoch et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)
Dynamics of cool flames
Yiguang Ju et al.
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2019)
A unified mechanism for unconfined deflagration-to-detonation transition in terrestrial chemical systems and type Ia supernovae
Alexei Y. Poludnenko et al.
SCIENCE (2019)
A framework for data-based turbulent combustion closure: A posteriori validation
Rishikesh Ranade et al.
COMBUSTION AND FLAME (2019)
Direct mapping from LES resolved scales to filtered-flame generated manifolds using convolutional neural networks
Andrea Seltz et al.
COMBUSTION AND FLAME (2019)
Quantitative risk assessment of an urban hydrogen refueling station
Hye-Ri Gye et al.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2019)
Reactive SINDy: Discovering governing reactions from concentration data
Moritz Hoffmann et al.
JOURNAL OF CHEMICAL PHYSICS (2019)
Analysis of mild ignition in a shocktube using a highly resolved 3D-LES and high-order shock-capturing schemes
J. T. Lipkowicz et al.
SHOCK WAVES (2019)
Survey on deep learning with class imbalance
Justin M. Johnson et al.
JOURNAL OF BIG DATA (2019)
A brief introduction to weakly supervised learning
Zhi-Hua Zhou
NATIONAL SCIENCE REVIEW (2018)
Nonadiabatic Flamelet Formulation for Predicting Wall Heat Transfer in Rocket Engines
Peter C. Ma et al.
AIAA JOURNAL (2018)
Multi-objective online optimization of a marine diesel engine using NSGA-II coupled with enhancing trained support vector machine
Xiaoxiao Niu et al.
APPLIED THERMAL ENGINEERING (2018)
Effects of combustion heat release on velocity and scalar statistics in turbulent premixed jet flames at low and high Karlovitz numbers
Jonathan F. MacArt et al.
COMBUSTION AND FLAME (2018)
Prediction of flame structure and pollutant formation of Sandia flame D using Large Eddy Simulation with direct integration of chemical kinetics
Thomas Jaravel et al.
COMBUSTION AND FLAME (2018)
DNS of MILD combustion with mixture fraction variations
Nguyen Anh Khoa Doan et al.
COMBUSTION AND FLAME (2018)
Direct numerical simulation of a high Ka CH4/air stratified premixed jet flame
Haiou Wang et al.
COMBUSTION AND FLAME (2018)
Joint probability density function models for multiscalar turbulent mixing
Bruce A. Perry et al.
COMBUSTION AND FLAME (2018)
Self-similar scaling of pressurised sooting methane/air coflow flames at constant Reynolds and Grashof numbers
Fabrizio Bisetti et al.
COMBUSTION AND FLAME (2018)
Principal component analysis coupled with nonlinear regression for chemistry reduction
Mohammad Rafi Malik et al.
COMBUSTION AND FLAME (2018)
Construction of a skeletal oxidation mechanism of n-pentanol by integrating decoupling methodology, genetic algorithm, and uncertainty quantification
Yachao Chang et al.
COMBUSTION AND FLAME (2018)
Direct numerical simulation of a temporally evolving air/n-dodecane jet at low-temperature diesel-relevant conditions
Giulio Borghesi et al.
COMBUSTION AND FLAME (2018)
A physics-based approach to modeling real-fuel combustion chemistry - II. Reaction kinetic models of jet and rocket fuels
Rui Xu et al.
COMBUSTION AND FLAME (2018)
A physics-based approach to modeling real-fuel combustion chemistry - I. Evidence from experiments, and thermodynamic, chemical kinetic and statistical considerations
Hai Wang et al.
COMBUSTION AND FLAME (2018)
A new framework of global sensitivity analysis for the chemical kinetic model using PSO-BPNN
Jian An et al.
COMPUTERS & CHEMICAL ENGINEERING (2018)
Methods for interpreting and understanding deep neural networks
Gregoire Montavon et al.
DIGITAL SIGNAL PROCESSING (2018)
Evaluation of the engine performance and exhaust emissions of biodiesel-bioethanol-diesel blends using kernel-based extreme learning machine
A. S. Silitonga et al.
ENERGY (2018)
Predicting Octane Number Using Nuclear Magnetic Resonance Spectroscopy and Artificial Neural Networks
Abdul Gani Abdul Jameel et al.
ENERGY & FUELS (2018)
Carrier-phase DNS of pulverized coal particle ignition and volatile burning in a turbulent mixing layer
M. Rieth et al.
FUEL (2018)
Generative Adversarial Networks An overview
Antonia Creswell et al.
IEEE SIGNAL PROCESSING MAGAZINE (2018)
A review on hydrogen generation, explosion, and mitigation during severe accidents in light water nuclear reactors
R. Gharari et al.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2018)
Hidden physics models: Machine learning of nonlinear partial differential equations
Maziar Raissi et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2018)
Using Machine Learning to Analyze Factors Determining Cycle-to-Cycle Variation in a Spark-Ignited Gasoline Engine
Janardhan Kodavasal et al.
JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME (2018)
Spatially localized multi-scale energy transfer in turbulent premixed combustion
J. Kim et al.
JOURNAL OF FLUID MECHANICS (2018)
Sound generation by turbulent premixed flames
Ali Haghiri et al.
JOURNAL OF FLUID MECHANICS (2018)
A feature extraction and visualization method for fault detection of marine diesel engines
Wenkui Xi et al.
MEASUREMENT (2018)
Misfire and valve clearance faults detection in the combustion engines based on a multi-sensor vibration signal monitoring
Kamal Jafarian et al.
MEASUREMENT (2018)
MoleculeNet: a benchmark for molecular machine learning
Zhenqin Wu et al.
CHEMICAL SCIENCE (2018)
Using efficient parallelization in Graphic Processing Units to parameterize stochastic fire propagation models
Monica Denham et al.
JOURNAL OF COMPUTATIONAL SCIENCE (2018)
Physics-informed machine learning approach for augmenting turbulence models: A comprehensive framework
Jin-Long Wu et al.
PHYSICAL REVIEW FLUIDS (2018)
Materials for lithium-ion battery safety
Kai Liu et al.
SCIENCE ADVANCES (2018)
Application of an evolutionary algorithm to LES modelling of turbulent transport in premixed flames
Matthias Schoepplein et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2018)
Identification of governing physical processes of irregular combustion through machine learning
K. P. Grogan et al.
SHOCK WAVES (2018)
Direct numerical simulations of premixed and stratified flame propagation in turbulent channel flow
Andrea Gruber et al.
PHYSICAL REVIEW FLUIDS (2018)
A Machine Learning-Genetic Algorithm (ML-GA) Approach for Rapid Optimization Using High-Performance Computing
Ahmed Abdul Moiz et al.
SAE INTERNATIONAL JOURNAL OF COMMERCIAL VEHICLES (2018)
An Introduction to Deep Reinforcement Learning
Vincent Francois-Lavet et al.
FOUNDATIONS AND TRENDS IN MACHINE LEARNING (2018)
Feature Selection: A Data Perspective
Jundong Li et al.
ACM COMPUTING SURVEYS (2018)
Building machines that learn and think like people
Brenden M. Lake et al.
BEHAVIORAL AND BRAIN SCIENCES (2017)
Time aware genetic algorithm for forest fire propagation prediction: exploiting multi-core platforms
Tomas Artes et al.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2017)
A Quantitative Model for the Prediction of Sooting Tendency from Molecular Structure
Peter C. St John et al.
ENERGY & FUELS (2017)
Flame Images for Oxygen Content Prediction of Combustion Systems Using DBN
Yi Liu et al.
ENERGY & FUELS (2017)
A critical review of travelling fire scenarios for performance-based structural engineering
Xu Dai et al.
FIRE SAFETY JOURNAL (2017)
DNS Study of the Optimal Chemical Markers for Heat Release in Syngas Flames
Cheng Chi et al.
FLOW TURBULENCE AND COMBUSTION (2017)
A compact skeletal mechanism for n-dodecane with optimized semi-global low-temperature chemistry for diesel engine simulations
Tong Yao et al.
FUEL (2017)
Geometric Deep Learning Going beyond Euclidean data
Michael M. Bronstein et al.
IEEE SIGNAL PROCESSING MAGAZINE (2017)
Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
Anuj Karpatne et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2017)
Convolutional Embedding of Attributed Molecular Graphs for Physical Property Prediction
Connor W. Coley et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2017)
A Tutorial on Fisher information
Alexander Ly et al.
JOURNAL OF MATHEMATICAL PSYCHOLOGY (2017)
A computational study of the effects of DC electric fields on non-premixed counterflow methane-air flames
Memdouh Belhi et al.
JOURNAL OF PHYSICS D-APPLIED PHYSICS (2017)
Joint sparse principal component analysis
Shuangyan Yi et al.
PATTERN RECOGNITION (2017)
Dissipation element analysis of a turbulent non-premixed jet flame
Michael Gauding et al.
PHYSICS OF FLUIDS (2017)
Turbulence-flame interactions in lean premixed dodecane flames
A. J. Aspden et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2017)
Analysis of turbulent flame propagation in equivalence ratio-stratified flow
Edward S. Richardson et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2017)
A direct numerical simulation of cool-flame affected autoignition in diesel engine-relevant conditions
Alex Krisman et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2017)
A comparison between direct numerical simulation and experiment of the turbulent burning velocity-related statistics in a turbulent methane-air premixed jet flame at high Karlovitz number
Haiou Wang et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2017)
The cross-scale physical-space transfer of kinetic energy in turbulent premixed flames
Jeffrey O'Brien et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2017)
Google Earth Engine: Planetary-scale geospatial analysis for everyone
Noel Gorelick et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Parallel fuzzy cellular automata for data-driven simulation of wildfire spreading
Vasileios G. Ntinas et al.
JOURNAL OF COMPUTATIONAL SCIENCE (2017)
Lyapunov exponent as a metric for assessing the dynamic content and predictability of large-eddy simulations
Gabriel Nastac et al.
PHYSICAL REVIEW FLUIDS (2017)
Scaling of Lyapunov exponents in homogeneous isotropic turbulence
Prakash Mohan et al.
PHYSICAL REVIEW FLUIDS (2017)
Data-driven discovery of partial differential equations
Samuel H. Rudy et al.
SCIENCE ADVANCES (2017)
Lagrangian analysis of high-speed turbulent premixed reacting flows: Thermochemical trajectories in hydrogen-air flames
Peter E. Hamlington et al.
COMBUSTION AND FLAME (2017)
Tabulation of combustion chemistry via Artificial Neural Networks (ANNs): Methodology and application to LES-PDF simulation of Sydney flame L
Lucas L. C. Franke et al.
COMBUSTION AND FLAME (2017)
A general probabilistic approach for the quantitative assessment of LES combustion models
Ross Johnson et al.
COMBUSTION AND FLAME (2017)
Two-stage autoignition and edge flames in a high pressure turbulent jet
Alex Krisman et al.
JOURNAL OF FLUID MECHANICS (2017)
Local Search Methods for k-Means with Outliers
Shalmoli Gupta et al.
PROCEEDINGS OF THE VLDB ENDOWMENT (2017)
Effects of hydrodynamics and mixing on soot formation and growth in laminar coflow diffusion flames at elevated pressures
Ahmed Abdelgadir et al.
COMBUSTION AND FLAME (2017)
Effects of dissipation rate and diffusion rate of the progress variable on local fuel burning rate in premixed turbulent flames
Bruno Savard et al.
COMBUSTION AND FLAME (2017)
A direct numerical simulation study of flame structure and stabilization of an experimental high Ka CH4/air premixed jet flame
Haiou Wang et al.
COMBUSTION AND FLAME (2017)
ImageNet Classification with Deep Convolutional Neural Networks
Alex Krizhevsky et al.
COMMUNICATIONS OF THE ACM (2017)
Forest fire spread simulating model using cellular automaton with extreme learning machine
Zhong Zheng et al.
ECOLOGICAL MODELLING (2017)
Direct numerical simulations of a high Karlovitz number laboratory premixed jet flame - an analysis of flame stretch and flame thickening
Haiou Wang et al.
JOURNAL OF FLUID MECHANICS (2017)
Regularized deconvolution method for turbulent combustion modeling
Qjng Wang et al.
COMBUSTION AND FLAME (2017)
A CLOSER LOOK AT THE ABI ON THE GOES-R SERIES
Timothy J. Schmit et al.
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2017)
A penalty method for PDE-constrained optimization in inverse problems
T. van Leeuwen et al.
INVERSE PROBLEMS (2016)
Support vector machine-based exergetic modelling of a DI diesel engine running on biodiesel-diesel blends containing expanded polystyrene
Shahaboddin Shamshirband et al.
APPLIED THERMAL ENGINEERING (2016)
Characterisation of two-stage ignition in diesel engine-relevant thermochemical conditions using direct numerical simulation
Alex Krisman et al.
COMBUSTION AND FLAME (2016)
The role of temperature, mixture fraction, and scalar dissipation rate on transient methane injection and auto-ignition in a jet in hot coflow burner
Christoph M. Arndt et al.
COMBUSTION AND FLAME (2016)
Exploration of combustion instability triggering using Large Eddy Simulation of a multiple injector liquid rocket engine
A. Urbano et al.
COMBUSTION AND FLAME (2016)
Accelerate global sensitivity analysis using artificial neural network algorithm: Case studies for combustion kinetic model
Shuang Li et al.
COMBUSTION AND FLAME (2016)
DNS of a turbulent lifted DME jet flame
Yuki Minamoto et al.
COMBUSTION AND FLAME (2016)
Three-dimensional direct numerical simulation of turbulent lean premixed methane combustion with detailed kinetics
A. J. Aspden et al.
COMBUSTION AND FLAME (2016)
On lumped-reduced reaction model for combustion of liquid fuels
Yang Gao et al.
COMBUSTION AND FLAME (2016)
Fuel and chemistry effects in high Karlovitz premixed turbulent flames
Simon Lapointe et al.
COMBUSTION AND FLAME (2016)
Effects of non-unity Lewis number of gas-phase species in turbulent nonpremixed sooting flames
Antonio Attili et al.
COMBUSTION AND FLAME (2016)
Application of Conditional Source-term Estimation to two turbulent non-premixed methanol flames
Seunghi Lee et al.
COMBUSTION THEORY AND MODELLING (2016)
Assessment of the constant non-unity Lewis number assumption in chemically-reacting flows
Nicholas Burali et al.
COMBUSTION THEORY AND MODELLING (2016)
The use of ELM-WT (extreme learning machine with wavelet transform algorithm) to predict exergetic performance of a DI diesel engine running on diesel/biodiesel blends containing polymer waste
Mortaza Aghbashlo et al.
ENERGY (2016)
Increase in the quality of the prediction of a computational wildfire behavior method through the improvement of the internal metaheuristic
Miguel Mendez-Garabetti et al.
FIRE SAFETY JOURNAL (2016)
Fatty Acid Methyl Ester (FAME) composition used for estimation of biodiesel cetane number employing random forest and artificial neural networks: A new approach
Seyed MohammadReza Miraboutalebi et al.
FUEL (2016)
Image Super-Resolution Using Deep Convolutional Networks
Chao Dong et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2016)
Data-driven CFD modeling of turbulent flows through complex structures
Jian-Xun Wang et al.
INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW (2016)
Reynolds averaged turbulence modelling using deep neural networks with embedded invariance
Julia Ling et al.
JOURNAL OF FLUID MECHANICS (2016)
Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis
Pak Kin Wong et al.
NEUROCOMPUTING (2016)
Principal component analysis: a review and recent developments
Ian T. Jolliffe et al.
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2016)
Vorticity transformation in high Karlovitz number premixed flames
Brock Bobbitt et al.
PHYSICS OF FLUIDS (2016)
Turbulence-flame interactions in DNS of a laboratory high Karlovitz premixed turbulent jet flame
Haiou Wang et al.
PHYSICS OF FLUIDS (2016)
Discovering governing equations from data by sparse identification of nonlinear dynamical systems
Steven L. Brunton et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)
Early warning signals for critical transitions in a thermoacoustic system
E. A. Gopalakrishnan et al.
SCIENTIFIC REPORTS (2016)
Novel Tabulated Combustion Model Approach for Lifted Spray Flames with Large Eddy Simulations
Muhsin M. Ameen et al.
SAE INTERNATIONAL JOURNAL OF ENGINES (2016)
Spectral kinetic energy transfer in turbulent premixed reacting flows
C. A. Z. Towery et al.
PHYSICAL REVIEW E (2016)
Direct numerical simulations of autoignition in stratified dimethyl-ether (DME)/air turbulent mixtures
Gaurav Bansal et al.
COMBUSTION AND FLAME (2015)
Impact of multi-component diffusion in turbulent combustion using direct numerical simulations
Claudio Bruno et al.
COMBUSTION AND FLAME (2015)
A DNS study of the ignition of lean PRF/air mixtures with temperature inhomogeneities under high pressure and intermediate temperature
Seung Ook Kim et al.
COMBUSTION AND FLAME (2015)
A Pareto-efficient combustion framework with submodel assignment for predicting complex flame configurations
Hao Wu et al.
COMBUSTION AND FLAME (2015)
Numerical investigation of spontaneous flame propagation under RCCI conditions
Ankit Bhagatwala et al.
COMBUSTION AND FLAME (2015)
Response of flame thickness and propagation speed under intense turbulence in spatially developing lean premixed methane-air jet flames
Ramanan Sankaran et al.
COMBUSTION AND FLAME (2015)
Structure of hydrogen-rich transverse jets in a vitiated turbulent flow
Sgouria Lyra et al.
COMBUSTION AND FLAME (2015)
Advanced regression methods for combustion modelling using principal components
Benjamin J. Isaac et al.
COMBUSTION AND FLAME (2015)
Principal component transport in turbulent combustion: A posteriori analysis
Tarek Echekki et al.
COMBUSTION AND FLAME (2015)
Differential diffusion effects, distributed burning, and local extinctions in high Karlovitz premixed flames
Simon Lapointe et al.
COMBUSTION AND FLAME (2015)
One-dimensional turbulence modeling of a turbulent counterflow flame with comparison to DNS
Zoltan Jozefik et al.
COMBUSTION AND FLAME (2015)
Effect of fuel composition and differential diffusion on flame stabilization in reacting syngas jets in turbulent cross-flow
Yuki Minamoto et al.
COMBUSTION AND FLAME (2015)
An a-posteriori evaluation of principal component analysis-based models for turbulent combustion simulations
Amir Biglari et al.
COMBUSTION AND FLAME (2015)
A combined computational and experimental characterization of lean premixed turbulent low swirl laboratory flames II. Hydrogen flames
Marc Day et al.
COMBUSTION AND FLAME (2015)
DIRECT NUMERICAL SIMULATION OF COMPLEX FUEL COMBUSTION WITH DETAILED CHEMISTRY: PHYSICAL INSIGHT AND MEAN REACTION RATE MODELING
Z. M. Nikolaou et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2015)
On the generalisation of the mixture fraction to a monotonic mixing-describing variable for the flamelet formulation of spray flames
Benedetta Franzelli et al.
COMBUSTION THEORY AND MODELLING (2015)
Effect of Pressure Oscillations on Flashback Characteristics in a Turbulent Channel Flow
Tomoaki Kitano et al.
ENERGY & FUELS (2015)
Building Rothermel fire behaviour fuel models by genetic algorithm optimisation
Davide Ascoli et al.
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2015)
Mechanisms of flame stabilisation at low lifted height in a turbulent lifted slot-jet flame
Shahram Karami et al.
JOURNAL OF FLUID MECHANICS (2015)
Real-time, adaptive machine learning for non-stationary, near chaotic gasoline engine combustion time series
Adam Vaughan et al.
NEURAL NETWORKS (2015)
Trends in extreme learning machines: A review
Gao Huang et al.
NEURAL NETWORKS (2015)
Enhanced Higgs Boson to τ+τ- Search with Deep Learning
P. Baldi et al.
PHYSICAL REVIEW LETTERS (2015)
Evaluation of machine learning algorithms for prediction of regions of high Reynolds averaged Navier Stokes uncertainty
J. Ling et al.
PHYSICS OF FLUIDS (2015)
Pulsating instability and self-acceleration of fast turbulent flames
Alexei Y. Poludnenko
PHYSICS OF FLUIDS (2015)
Flamelet model for pulverized coal combustion
Junya Watanabe et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Analysis of segregation and bifurcation in turbulent spray flames: A 3D counterflow configuration
Aymeric Vie et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Direct numerical simulation of micro combustion in a narrow circular channel with a detailed kinetic mechanism
Eriko Miyata et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Polybrachial structures in dimethyl ether edge-flames at negative temperature coefficient conditions
Alex Krisman et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Weak and strong ignition of hydrogen/oxygen mixtures in shock-tube systems
Kevin P. Grogan et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Numerical and experimental investigation of turbulent DME jet flames
Ankit Bhagatwala et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
A DNS study of self-accelerating cylindrical hydrogen-air flames with detailed chemistry
Y. X. Xin et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Modeling of mean flame shape during premixed flame flashback in turbulent boundary layers
A. Gruber et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Stabilization and structure of n-heptane tribrachial flames in axisymmetric laminar jets
F. Bisetti et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Damkohler number effects on soot formation and growth in turbulent nonpremixed flames
Antonio Attili et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Structure of a high Karlovitz n-C7H16 premixed turbulent flame
Bruno Savard et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Turbulence-chemistry interaction in lean premixed hydrogen combustion
A. J. Aspden et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Modeling heat loss effects in the large eddy simulation of a model gas turbine combustor with premixed flamelet generated manifolds
F. Proch et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2015)
Predicting the flame characteristics and rate of spread in fires propagating in a bed of Pinus pinaster using Artificial Neural Networks
Khaled Chetehouna et al.
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2015)
Combustion kinetic model uncertainty quantification, propagation and minimization
Hai Wang et al.
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2015)
Machine learning: Trends, perspectives, and prospects
M. I. Jordan et al.
SCIENCE (2015)
Support vector machine to predict diesel engine performance and emission parameters fueled with nano-particles additive to diesel fuel
M. Ghanbari et al.
3RD INTERNATIONAL CONFERENCE OF MECHANICAL ENGINEERING RESEARCH (ICMER 2015) (2015)
Nonlinear reduction of combustion composition space with kernel principal component analysis
Hessam Mirgolbabaei et al.
COMBUSTION AND FLAME (2014)
Reduced-order PCA models for chemical reacting flows
Benjamin J. Isaac et al.
COMBUSTION AND FLAME (2014)
A filtered-laminar-flame PDF sub-grid-scale closure for LES of premixed turbulent flames: II. Application to a stratified bluff-body burner
Suresh Nambully et al.
COMBUSTION AND FLAME (2014)
Direct numerical simulations of HCCl/SACI with ethanol
Ankit Bhagatwala et al.
COMBUSTION AND FLAME (2014)
Formation, growth, and transport of soot in a three-dimensional turbulent non-premixed jet flame
Antonio Attili et al.
COMBUSTION AND FLAME (2014)
Response time assessment in forest fire spread simulation: An integrated methodology for efficient exploitation of available prediction time
Andres Cencerrado et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2014)
Lightning-caused forest fire risk in Northwestern Ontario, Canada, is increasing and associated with anomalies in fire weather
Douglas G. Woolford et al.
ENVIRONMETRICS (2014)
Cluster-based analysis of cycle-to-cycle variations: application to internal combustion engines
Yujun Cao et al.
EXPERIMENTS IN FLUIDS (2014)
Direct numerical simulation of laminar flame-wall interaction for a novel H2-selective membrane/injector configuration
Andrea Gruber et al.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2014)
A nonlinear principal component analysis approach for turbulent combustion composition space
Hessam Mirgolbabaei et al.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2014)
Representation and evaluation of wildfire propagation simulations
Jean-Baptiste Filippi et al.
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2014)
Subgrid-scale backscatter in reacting and inert supersonic hydrogen-air turbulent mixing layers
J. O'Brien et al.
JOURNAL OF FLUID MECHANICS (2014)
On velocity and reactive scalar spectra in turbulent premixed flames
H. Kolla et al.
JOURNAL OF FLUID MECHANICS (2014)
Alternative Approach to Chemical Accuracy: A Neural Networks-Based First-Principles Method for Heat of Formation of Molecules Made of H, C, N, O F, S, and Cl
Jian Sun et al.
JOURNAL OF PHYSICAL CHEMISTRY A (2014)
Enhancing multi-model forest fire spread prediction by exploiting multi-core parallelism
Carlos Brun et al.
JOURNAL OF SUPERCOMPUTING (2014)
Construction of Thermodynamic Properties Look-Up Table with Block-Structured Adaptive Mesh Refinement Method
Zhiqi Liu et al.
JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER (2014)
Misfire detection in an IC engine using vibration signal and decision tree algorithms
Abhishek Sharma et al.
MEASUREMENT (2014)
Conceptual dynamical models for turbulence
Andrew J. Majda et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2014)
The New VIIRS 375 m active fire detection data product: Algorithm description and initial assessment
Wilfrid Schroeder et al.
REMOTE SENSING OF ENVIRONMENT (2014)
Landsat-8: Science and product vision for terrestrial global change research
D. P. Roy et al.
REMOTE SENSING OF ENVIRONMENT (2014)
Machine learning methods in chemoinformatics
John B. O. Mitchell
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE (2014)
Studying the Method of Adaptive Prediction of Forest Fire Evolution on the Basis of Recurrent Neural Networks
V. I. Kozik et al.
OPTOELECTRONICS INSTRUMENTATION AND DATA PROCESSING (2014)
An intelligent approach for engine fault diagnosis based on Hilbert-Huang transform and support vector machine
Y. S. Wang et al.
APPLIED ACOUSTICS (2013)
Modelling of diesel engine performance using advanced machine learning methods under scarce and exponential data set
Ka In Wong et al.
APPLIED SOFT COMPUTING (2013)
A novel principal component analysis-based acceleration scheme for LES-ODT: An a priori study
Hessam Mirgolbabaei et al.
COMBUSTION AND FLAME (2013)
Large-eddy simulation of a piloted premixed jet burner
Yuntao Chen et al.
COMBUSTION AND FLAME (2013)
Empirical low-dimensional manifolds in composition space
Yue Yang et al.
COMBUSTION AND FLAME (2013)
On the fractal characteristics of low Damkohler number flames
Obulesu Chatakonda et al.
COMBUSTION AND FLAME (2013)
Bayesian analysis of syngas chemistry models
Kalen Braman et al.
COMBUSTION THEORY AND MODELLING (2013)
Artificial neural network prediction of exhaust emissions and flame temperature in LPG (liquefied petroleum gas) fueled low swirl burner
Bamiji Z. Adewole et al.
ENERGY (2013)
Modeling and optimization of biodiesel engine performance using advanced machine learning methods
Ka In Wong et al.
ENERGY (2013)
Direct Numerical Simulation and Conditional Statistics of Hydrogen/Air Turbulent Premixed Flames
Haiou Wang et al.
ENERGY & FUELS (2013)
Heat Transfer Modeling in the Context of Large Eddy Simulation of Premixed Combustion with Tabulated Chemistry
Anja Ketelheun et al.
FLOW TURBULENCE AND COMBUSTION (2013)
High-dimensional, unsupervised cell clustering for computationally efficient engine simulations with detailed combustion chemistry
Federico Perini
FUEL (2013)
Representation Learning: A Review and New Perspectives
Yoshua Bengio et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Assessment and Validation of Machine Learning Methods for Predicting Molecular Atomization Energies
Katja Hansen et al.
JOURNAL OF CHEMICAL THEORY AND COMPUTATION (2013)
MG-local-PCA method for reduced order combustion modeling
Axel Coussement et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
Simulation of nitrogen emissions in a premixed hydrogen flame stabilized on a low swirl burner
J. B. Bell et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
Small scales, many species and the manifold challenges of turbulent combustion
Stephen B. Pope
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
A DNS study of ignition characteristics of a lean iso-octane/air mixture under HCCI and SACI conditions
Chun Sang Yoo et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
Flamelet modeling of coal particle ignition
M. Vascellari et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
A tabulated chemistry method for spray combustion
B. Franzelli et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
A chemistry tabulation approach via Rate-Controlled Constrained Equilibrium (RCCE) and Artificial Neural Networks (ANNs), with application to turbulent non-premixed CH4/H2/N2 flames
A. K. Chatzopoulos et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
The role of sensitivity and uncertainty analysis in combustion modelling
Alison S. Tomlin
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2013)
Statistically accurate low-order models for uncertainty quantification in turbulent dynamical systems
Themistoklis P. Sapsis et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2013)
Wildfire Prediction to Inform Fire Management: Statistical Science Challenges
S. W. Taylor et al.
STATISTICAL SCIENCE (2013)
Deep cognitive imaging systems enable estimation of continental-scale fire incidence from climate data
Ritaban Dutta et al.
SCIENTIFIC REPORTS (2013)
Land and cryosphere products from Suomi NPP VIIRS: Overview and status
Christopher O. Justice et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2013)
Data Assimilation Using Sequential Monte Carlo Methods in Wildfire Spread Simulation
Haidong Xue et al.
ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION (2012)
Artificial neural networks modelling of engine-out responses for a light-duty diesel engine fuelled with biodiesel blends
Harun Mohamed Ismail et al.
APPLIED ENERGY (2012)
A survey on feature extraction for pattern recognition
Shifei Ding et al.
ARTIFICIAL INTELLIGENCE REVIEW (2012)
Quantitative Structure-Property Relationship Modeling of Diverse Materials Properties
Tu Le et al.
CHEMICAL REVIEWS (2012)
Kernel density weighted principal component analysis of combustion processes
Axel Coussement et al.
COMBUSTION AND FLAME (2012)
A filter-independent model identification technique for turbulent combustion modeling
Amir Biglari et al.
COMBUSTION AND FLAME (2012)
A combined computational and experimental characterization of lean premixed turbulent low swirl laboratory flames I. Methane flames
Marc Day et al.
COMBUSTION AND FLAME (2012)
LES model for sooting turbulent nonpremixed flames
Michael E. Mueller et al.
COMBUSTION AND FLAME (2012)
On the formation and early evolution of soot in turbulent nonpremixed flames
Fabrizio Bisetti et al.
COMBUSTION AND FLAME (2012)
Mechanisms of flame stabilization and blowout in a reacting turbulent hydrogen jet in cross-flow
Hemanth Kolla et al.
COMBUSTION AND FLAME (2012)
Computational diagnostics for n-heptane flames with chemical explosive mode analysis
Ruiqin Shan et al.
COMBUSTION AND FLAME (2012)
Application of PDF mixing models to premixed flames with differential diffusion
Edward S. Richardson et al.
COMBUSTION AND FLAME (2012)
Chemical explosive mode analysis for a turbulent lifted ethylene jet flame in highly-heated coflow
Zhaoyu Luo et al.
COMBUSTION AND FLAME (2012)
A petascale direct numerical simulation study of the modelling of flame wrinkling for large-eddy simulations in intense turbulence
Evatt R. Hawkes et al.
COMBUSTION AND FLAME (2012)
Estimating the risk of fire outbreaks in the natural environment
Daniela Stojanova et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2012)
Prediction of the bottom ash formed in a coal-fired power plant using artificial neural networks
Tugce Bekat et al.
ENERGY (2012)
Prediction of Density and Viscosity of Biofuel Compounds Using Machine Learning Methods
Diego Alonso Saldana et al.
ENERGY & FUELS (2012)
Large-Eddy Simulation of a Jet-in-Hot-Coflow Burner Operating in the Oxygen-Diluted Combustion Regime
Matthias Ihme et al.
FLOW TURBULENCE AND COMBUSTION (2012)
Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest
Sandra Oliveira et al.
FOREST ECOLOGY AND MANAGEMENT (2012)
A direct numerical simulation study of turbulence and flame structure in transverse jets analysed in jet-trajectory based coordinates
R. W. Grout et al.
JOURNAL OF FLUID MECHANICS (2012)
Direct numerical simulation of premixed flame boundary layer flashback in turbulent channel flow
A. Gruber et al.
JOURNAL OF FLUID MECHANICS (2012)
Explosion pressure prediction via polynomial mathematical correlation based on advanced CFD Modelling
Savio S. V. Vianna et al.
JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES (2012)
Thermal runaway caused fire and explosion of lithium ion battery
Qingsong Wang et al.
JOURNAL OF POWER SOURCES (2012)
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
Matthias Rupp et al.
PHYSICAL REVIEW LETTERS (2012)
Modeling scalar dissipation and scalar variance in large eddy simulation: Algebraic and transport equation closures
E. Knudsen et al.
PHYSICS OF FLUIDS (2012)
Intermittency in premixed turbulent reacting flows
Peter E. Hamlington et al.
PHYSICS OF FLUIDS (2012)
Hierarchical and comparative kinetic modeling of laminar flame speeds of hydrocarbon and oxygenated fuels
E. Ranzi et al.
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2012)
Dynamic Data-Driven Genetic Algorithm for forest fire spread prediction
Monica Denham et al.
JOURNAL OF COMPUTATIONAL SCIENCE (2012)
Modeling of internal combustion engine emissions by LOLIMOT algorithm
J. D. Martinez-Morales et al.
2012 IBEROAMERICAN CONFERENCE ON ELECTRONICS ENGINEERING AND COMPUTER SCIENCE (2012)
Genetic Algorithm Characterization for the Quality Assessment of Forest Fire Spread Prediction
Andres Cencerrado et al.
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2012 (2012)
A New Algorithm for Simulating Wildfire Spread through Cellular Automata
Giuseppe A. Trunfio et al.
ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION (2011)
Effects of Damkohler number on flame extinction and reignition in turbulent non-premixed flames using DNS
David O. Lignell et al.
COMBUSTION AND FLAME (2011)
Direct numerical simulations of ignition of a lean n-heptane/air mixture with temperature inhomogeneities at constant volume: Parametric study
Chun Sang Yoo et al.
COMBUSTION AND FLAME (2011)
From Large-Eddy Simulation to Direct Numerical Simulation of a lean premixed swirl flame: Filtered laminar flame-PDF modeling
V. Moureau et al.
COMBUSTION AND FLAME (2011)
Reduced description of reactive flows with tabulation of chemistry
Zhuyin Ren et al.
COMBUSTION THEORY AND MODELLING (2011)
Flash Point and Cetane Number Predictions for Fuel Compounds Using Quantitative Structure Property Relationship (QSPR) Methods
Diego Alonso Saldana et al.
ENERGY & FUELS (2011)
Measurements of Laminar Flame Velocity for Components of Natural Gas
Patricia Dirrenberger et al.
ENERGY & FUELS (2011)
Efficient forest fire occurrence prediction for developing countries using two weather parameters
George E. Sakr et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2011)
Laminar Flame Speed Measurements and Modeling of Pure Alkanes and Alkane Blends at Elevated Pressures
William Lowry et al.
JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME (2011)
Uncertainty and risk in wildland fire management: A review
Matthew P. Thompson et al.
JOURNAL OF ENVIRONMENTAL MANAGEMENT (2011)
Turbulence-flame interactions in lean premixed hydrogen: transition to the distributed burning regime
A. J. Aspden et al.
JOURNAL OF FLUID MECHANICS (2011)
Spontaneous Transition of Turbulent Flames to Detonations in Unconfined Media
Alexei Y. Poludnenko et al.
PHYSICAL REVIEW LETTERS (2011)
Interactions between turbulence and flames in premixed reacting flows
Peter E. Hamlington et al.
PHYSICS OF FLUIDS (2011)
Properties of lean turbulent methane-air flames with significant hydrogen addition
Marc S. Day et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
DNS of turbulent swirling premixed flame in a micro gas turbine combustor
Shoichi Tanaka et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
Estimates of the three-dimensional flame surface density and every term in its transport equation from two-dimensional measurements
Evatt R. Hawkes et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
Characterization of low Lewis number flames
A. J. Aspden et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
Numerical simulation of nitrogen oxide formation in lean premixed turbulent H2/O2/N2 flames
Marc S. Day et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
Combustion characteristics of alternative gaseous fuels
Okjoo Park et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
A DNS study on the stabilization mechanism of a turbulent lifted ethylene jet flame in highly-heated coflow
Chun Sang Yoo et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
Direct numerical simulation of flame stabilization downstream of a transverse fuel jet in cross-flow
R. W. Grout et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
Lewis number effects in distributed flames
A. J. Aspden et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
Investigation of the MILD combustion regime via Principal Component Analysis
A. Parente et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
LES flamelet modeling of a three-stream MILD combustor: Analysis of flame sensitivity to scalar inflow conditions
Matthias Ihme et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2011)
A simulation of probabilistic wildfire risk components for the continental United States
Mark A. Finney et al.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2011)
Design of Engine-Out Virtual NOx Sensor Using Neural Networks and Dynamic System Identification
Yue-Yun Wang et al.
SAE INTERNATIONAL JOURNAL OF ENGINES (2011)
Quantitative Correlation of Physical and Chemical Properties with Chemical Structure: Utility for Prediction
Alan R. Katritzky et al.
CHEMICAL REVIEWS (2010)
Effect of NO on extinction and re-ignition of vortex-perturbed hydrogen flames
Uen Do Lee et al.
COMBUSTION AND FLAME (2010)
Prediction of autoignition in a lifted methane/air flame using an unsteady flamelet/progress variable model
Matthias Ihme et al.
COMBUSTION AND FLAME (2010)
A path flux analysis method for the reduction of detailed chemical kinetic mechanisms
Wenting Sun et al.
COMBUSTION AND FLAME (2010)
DNS of spark ignition and edge flame propagation in turbulent droplet-laden mixing layers
A. Neophytou et al.
COMBUSTION AND FLAME (2010)
The interaction of high-speed turbulence with flames: Global properties and internal flame structure
A. Y. Poludnenko et al.
COMBUSTION AND FLAME (2010)
Skeletal mechanism generation for surrogate fuels using directed relation graph with error propagation and sensitivity analysis
Kyle E. Niemeyer et al.
COMBUSTION AND FLAME (2010)
Linear eddy mixing based tabulation and artificial neural networks for large eddy simulations of turbulent flames
Baris Ali Sen et al.
COMBUSTION AND FLAME (2010)
Large eddy simulation of extinction and reignition with artificial neural networks based chemical kinetics
Baris Ali Sen et al.
COMBUSTION AND FLAME (2010)
Effects of Lewis Number on Scalar Dissipation Transport and Its Modeling in Turbulent Premixed Combustion
N. Chakraborty et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2010)
A Priori Direct Numerical Simulation Assessment of Algebraic Models of Variances and Dissipation Rates in the Context of Reynolds-Averaged Navier-Stokes Simulations for Low Damkohler Number Partially Premixed Combustion
Sean P. Malkeson et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2010)
A greedy algorithm for species selection in dimension reduction of combustion chemistry
Varun Hiremath et al.
COMBUSTION THEORY AND MODELLING (2010)
Misfire identification in a four-stroke four-cylinder petrol engine using decision tree
S. Babu Devasenapati et al.
EXPERT SYSTEMS WITH APPLICATIONS (2010)
Fault diagnosis for internal combustion engines using intake manifold pressure and artificial neural network
Jian-Da Wu et al.
EXPERT SYSTEMS WITH APPLICATIONS (2010)
Direct Numerical Simulation of Inert Droplet Effects on Scalar Dissipation Rate in Turbulent Reacting and Non-Reacting Shear Layers
Jun Xia et al.
FLOW TURBULENCE AND COMBUSTION (2010)
Statistically Steady Incompressible DNS to Validate a New Correlation for Turbulent Burning Velocity in Turbulent Premixed Combustion
Dongkyu Lee et al.
FLOW TURBULENCE AND COMBUSTION (2010)
The Scalar Gradient Alignment Statistics of Flame Kernels and its Modelling Implications for Turbulent Premixed Combustion
N. Chakraborty et al.
FLOW TURBULENCE AND COMBUSTION (2010)
In Situ Visualization for Large-Scale Combustion Simulations
Hongfeng Yu et al.
IEEE COMPUTER GRAPHICS AND APPLICATIONS (2010)
Turbulent flame-wall interaction: a direct numerical simulation study
A. Gruber et al.
JOURNAL OF FLUID MECHANICS (2010)
Three-dimensional direct numerical simulation of a turbulent lifted hydrogen jet flame in heated coflow: a chemical explosive mode analysis
T. F. Lu et al.
JOURNAL OF FLUID MECHANICS (2010)
Data clustering: 50 years beyond K-means
Anil K. Jain
PATTERN RECOGNITION LETTERS (2010)
Progress in probability density function methods for turbulent reacting flows
D. C. Haworth
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2010)
Dynamic stiffness removal for direct numerical simulations
Tianfeng Lu et al.
COMBUSTION AND FLAME (2009)
A numerical study of transient ignition and flame characteristics of diluted hydrogen versus heated air in counterflow
Chun Sang Yoo et al.
COMBUSTION AND FLAME (2009)
Turbulence effects on cellular burning structures in lean premixed hydrogen flames
Marc Day et al.
COMBUSTION AND FLAME (2009)
Measurement of laminar burning speeds and Markstein lengths using a novel methodology
Toni Tahtouh et al.
COMBUSTION AND FLAME (2009)
Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization
A. K. Qin et al.
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2009)
Uncertainty quantification in chemical systems
H. N. Najm et al.
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2009)
Wildland surface fire spread modelling, 1990-2007. 3: Simulation and mathematical analogue models
Andrew L. Sullivan
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2009)
Wildland surface fire spread modelling, 1990-2007. 2: Empirical and quasi-empirical models
Andrew L. Sullivan
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2009)
Wildland surface fire spread modelling, 1990-2007. 1: Physical and quasi-physical models
Andrew L. Sullivan
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2009)
Implications of changing climate for global wildland fire
Mike D. Flannigan et al.
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2009)
Real-Time Self-Learning Optimization of Diesel Engine Calibration
Andreas A. Malikopoulos et al.
JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME (2009)
Three-dimensional direct numerical simulation of a turbulent lifted hydrogen jet flame in heated coflow: flame stabilization and structure
C. S. Yoo et al.
JOURNAL OF FLUID MECHANICS (2009)
Identifying wildland fire ignition factors through sensitivity analysis of a neural network
Christos Vasilakos et al.
NATURAL HAZARDS (2009)
Early-warning signals for critical transitions
Marten Scheffer et al.
NATURE (2009)
Ultrahigh-frame-rate OH fluorescence imaging in turbulent flames using a burst-mode optical parametric oscillator
Joseph D. Miller et al.
OPTICS LETTERS (2009)
Optimal artificial neural networks and tabulation methods for chemistry representation in LES of a bluff-body swirl-stabilized flame
Matthias Ihme et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2009)
The Soret effect in naturally propagating, premixed, lean, hydrogen-air flames
Joseph F. Grcar et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2009)
Differential diffusion effects during the ignition of a thermally stratified premixed hydrogen-air mixture subject to turbulence
Fabrizio Bisetti et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2009)
Combustion modeling using principal component analysis
James C. Sutherland et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2009)
Effects of H2O and NO on extinction and re-ignition of vortex-perturbed hydrogen counterflow flames
Uen Do Lee et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2009)
A-priori analysis of conditional moment closure modeling of a temporal ethylene jet flame with soot formation using direct numerical simulation
David O. Lignell et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2009)
Identification of low-dimensional manifolds in turbulent flames
A. Parente et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2009)
Toward accommodating realistic fuel chemistry in large-scale computations
Tianfeng Lu et al.
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2009)
Distilling Free-Form Natural Laws from Experimental Data
Michael Schmidt et al.
SCIENCE (2009)
Development of recurrent neural networks for virtual sensing of NOx emissions in internal combustion engines
Ivan Arsie et al.
SAE INTERNATIONAL JOURNAL OF FUELS AND LUBRICANTS (2009)
TURBULENCE-FLAME INTERACTIONS IN TYPE Ia SUPERNOVAE
A. J. Aspden et al.
ASTROPHYSICAL JOURNAL (2008)
Inference of chemical reaction networks
Samantha C. Burnham et al.
CHEMICAL ENGINEERING SCIENCE (2008)
Three-dimensional direct numerical simulation of soot formation and transport in a temporally evolving nonpremixed ethylene jet flame
David O. Lignell et al.
COMBUSTION AND FLAME (2008)
The effects of strain rate and curvature on surface density function transport in turbulent premixed methane-air and hydrogen-air flames: A comparative study
N. Chakraborty et al.
COMBUSTION AND FLAME (2008)
Simulation of a turbulent spray flame using coupled PDF gas phase and spray flamelet modeling
Hai-Wen Ge et al.
COMBUSTION AND FLAME (2008)
An efficient error-propagation-based reduction method for large chemical kinetic mechanisms
P. Pepiot-Desjardins et al.
COMBUSTION AND FLAME (2008)
Using self-similar properties of turbulent premixed flames to downsize chemical tables in high-performance numerical simulations
Denis Veynante et al.
COMBUSTION THEORY AND MODELLING (2008)
A new neural network-group contribution method for estimation of flash point temperature of pure components
Farhad Gharagheizi et al.
ENERGY & FUELS (2008)
Analysis and flamelet modelling for spray combustion
Yuya Baba et al.
JOURNAL OF FLUID MECHANICS (2008)
DNS and Combined Laser Diagnostics of Turbulent Combustion
Mamoru Tanahashi et al.
JOURNAL OF THERMAL SCIENCE AND TECHNOLOGY (2008)
Generation of optimal artificial neural networks using a pattern search algorithm: Application to approximation of chemical systems
Matthias Ihme et al.
NEURAL COMPUTATION (2008)
Modeling of radiation and nitric oxide formation in turbulent nonpremixed flames using a flamelet/progress variable formulation
Matthias Ihme et al.
PHYSICS OF FLUIDS (2008)
The X1 method for accurate and efficient prediction of heats of formation
Jianming Wu et al.
JOURNAL OF CHEMICAL PHYSICS (2007)
The extension of the ILDM concept to reaction-diffusion manifolds
V. Bykov et al.
COMBUSTION THEORY AND MODELLING (2007)
Distinguishing noise from chaos
O. A. Rosso et al.
PHYSICAL REVIEW LETTERS (2007)
The effect of flame structure on soot formation and transport in turbulent nonpremixed flames using direct numerical simulation
David O. Lignell et al.
COMBUSTION AND FLAME (2007)
QSPR modeling of flash points: An update
Alan R. Katritzky et al.
JOURNAL OF MOLECULAR GRAPHICS & MODELLING (2007)
Consistent properties reconstruction on adaptive Cartesian meshes for complex fluids computations
Guoping Xia et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2007)
Automated reverse engineering of nonlinear dynamical systems
Josh Bongard et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2007)
Numerical simulation of a laboratory-scale turbulent slot flame
John B. Bell et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2007)
Numerical simulation of Lewis number effects on lean premixed turbulent flames
John B. Bell et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2007)
Evaluation of FARSITE simulator in Mediterranean maquis
Bachisio Arca et al.
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2007)
Structure of a spatially developing turbulent lean methane-air Bunsen flame
Ramanan Sankaran et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2007)
Scalar mixing in direct numerical simulations of temporally evolving plane jet flames with skeletal CO/H-2 kinetics
Evatt R. Hawkes et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2007)
Transforming data into knowledge-process informatics for combustion chemistry
Michael Frenklach
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2007)
Direct numerical simulation of turbulence-radiation interactions in homogeneous nonpremixed combustion systems
K. V. Deshmukh et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2007)
Integrating new methods and tools in fire danger rating
Christos Vasilakos et al.
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2007)
Recurrence plots for the analysis of complex systems
Norbert Marwan et al.
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS (2007)
KIVA-4: An unstructured ALE code for compressible gas flow with sprays
David J. Torres et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2006)
Tabulation of complex chemistry based on self-similar behavior of laminar premixed flames
G. Ribert et al.
COMBUSTION AND FLAME (2006)
Reducing the dimensionality of data with neural networks
G. E. Hinton et al.
SCIENCE (2006)
Electronic structure calculations with dynamical mean-field theory
G. Kotliar et al.
REVIEWS OF MODERN PHYSICS (2006)
A fast learning algorithm for deep belief nets
Geoffrey E. Hinton et al.
NEURAL COMPUTATION (2006)
The application of a genetic algorithm to estimate material properties for fire modeling from bench-scale fire test data
Chris Lautenberger et al.
FIRE SAFETY JOURNAL (2006)
Direct numerical simulation of ignition front propagation in a constant volume with temperature inhomogeneities -: II.: Parametric study
ER Hawkes et al.
COMBUSTION AND FLAME (2006)
Direct numerical simulation of ignition front propagation in a constant volume with temperature inhomogeneities - I. Fundamental analysis and diagnostics
JH Chen et al.
COMBUSTION AND FLAME (2006)
Comparison of direct numerical simulation of lean premixed methane-air flames with strained laminar flame calculations
ER Hawkes et al.
COMBUSTION AND FLAME (2006)
Direct numerical simulations of premixed turbulent flames with reduced chemistry: Validation and flamelet analysis
JA Van Oijen et al.
FLOW TURBULENCE AND COMBUSTION (2005)
DNS of a premixed turbulent V flame and LES of a ducted flame using a FSD-PDF subgrid scale closure with FPI-tabulated chemistry
P Domingo et al.
COMBUSTION AND FLAME (2005)
Three-dimensional numerical simulations of Rayleigh-Taylor unstable flames in type Ia supernovae
M Zingale et al.
ASTROPHYSICAL JOURNAL (2005)
Analysis of weakly turbulent dilute-spray flames and spray combustion regimes
J Reveillon et al.
JOURNAL OF FLUID MECHANICS (2005)
Numerical simulation of a laboratory-scale turbulent V-flame
JB Bell et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2005)
Direct numerical simulation of a particle-laden mixing layer with a chemical reaction
T Michioka et al.
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW (2005)
A lightning fire occurrence model for Ontario
BM Wotton et al.
CANADIAN JOURNAL OF FOREST RESEARCH-REVUE CANADIENNE DE RECHERCHE FORESTIERE (2005)
Quantification of differential diffusion in nonpremixed systems
JC Sutherland et al.
COMBUSTION THEORY AND MODELLING (2005)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
DNS analysis of partially premixed combustion in spray and gaseous turbulent flame-bases stabilized in hot air
P Domingo et al.
COMBUSTION AND FLAME (2005)
LES using artificial neural networks for chemistry representation
F Flemming et al.
PROGRESS IN COMPUTATIONAL FLUID DYNAMICS (2005)
Enhancing wildland fire prediction on cluster systems applying evolutionary optimization techniques
B Abdalhaq et al.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2005)
Direct numerical simulation of turbulence/radiation interaction in premixed combustion systems
Y Wu et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
Three-dimensional direct simulations and structure of expanding turbulent methane flames
D Thevenin
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
The effects of non-uniform temperature distribution on the ignition of a lean homogeneous hydrogen-air mixture
R Sankaran et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
A numerical study on the formation of diffusion flame islands in a turbulent hydrogen jet lifted flame
Y Mizobuchi et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
A directed relation graph method for mechanism reduction
TF Lu et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
Investigation of lengthscales, scalar dissipation, and flame orientation in a piloted diffusion flame by LES
A Kempf et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
Prediction of local extinction and re-ignition effects in non-premixed turbulent combustion using a flamelet/progress variable approach
M Ihme et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
Curvature and wrinkling of premixed flame kernels - comparisons of OHPLIF and DNS data
S Gashi et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
Effects of mixing on ammonia oxidation in combustion environments at intermediate temperatures
JF Grcar et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
A two mixture fraction flamelet model applied to split injections in a DI Diesel engine
C Hasse et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
Evaluation of models for flame stretch due to curvature in the thin reaction zones regime
ER Hawkes et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2005)
On ternary species mixing and combustion in isotropic turbulence at high pressure
H Lou et al.
PHYSICS OF FLUIDS (2004)
Progress-variable approach for large-eddy simulation of non-premixed turbulent combustion
CD Pierce et al.
JOURNAL OF FLUID MECHANICS (2004)
Optimizing pulverized coal combustion performance based on ANN and GA
Z Hao et al.
FUEL PROCESSING TECHNOLOGY (2004)
The laminar burning velocity of flames propagating in mixtures of hydrocarbons and air measured with the heat flux method
KJ Bosschaart et al.
COMBUSTION AND FLAME (2004)
Three facets of turbulent combustion modelling: DNS of premixed V-flame, LES of lifted nonpremixed flame and RANS of jet-flame
L Vervisch et al.
JOURNAL OF TURBULENCE (2004)
Direct simulation of non-premixed flame extinction in a methane-air jet with reduced chemistry
C Pantano
JOURNAL OF FLUID MECHANICS (2004)
Direct numerical simulation of hydrogen-enriched lean premixed methane-air flames
ER Hawkes et al.
COMBUSTION AND FLAME (2004)
Direct numerical simulation of transitional and turbulent buoyant planar jet flames
K Mehravaran et al.
PHYSICS OF FLUIDS (2004)
Introduction to active thermochemical tables: Several key enthalpies of formation revisited
B Ruscic et al.
JOURNAL OF PHYSICAL CHEMISTRY A (2004)
Extinction and reignition in a diffusion flame:: a direct numerical simulation study
P Sripakagorn et al.
JOURNAL OF FLUID MECHANICS (2004)
Direct numerical simulations of type Ia supernovae flames. II. The Rayleigh-Taylor instability
JB Bell et al.
ASTROPHYSICAL JOURNAL (2004)
A 2-D investigation of n-heptane autoignition by means of direct numerical simulation
A Viggiano et al.
COMBUSTION AND FLAME (2004)
Probability based models for estimation of wildfire risk
HK Preisler et al.
INTERNATIONAL JOURNAL OF WILDLAND FIRE (2004)
Numerical simulation of detonations in mixtures of gases and solid particles
MV Papalexandris
JOURNAL OF FLUID MECHANICS (2004)
Combined first-principles calculation and neural-network correction approach for heat of formation
LH Hu et al.
JOURNAL OF CHEMICAL PHYSICS (2003)
Three environmental probabilistic risk problems
DR Brillinger
STATISTICAL SCIENCE (2003)
Modelling non-adiabatic partially premixed flames using flame-prolongation of ILDM
B Fiorina et al.
COMBUSTION THEORY AND MODELLING (2003)
Direct numerical simulation of autoignition in non-homogeneous hydrogen-air mixtures
T Echekki et al.
COMBUSTION AND FLAME (2003)
Mixing of a conserved scalar in a turbulent reacting shear layer
C Pantano et al.
JOURNAL OF FLUID MECHANICS (2003)
Dynamics and structure of transitional buoyant jet diffusion flames with side-wall effects
X Jiang et al.
COMBUSTION AND FLAME (2003)
The MODIS fire products
CO Justice et al.
REMOTE SENSING OF ENVIRONMENT (2002)
Preferential diffusion effects on the burning rate of interacting turbulent premixed hydrogen-air flames
HG Im et al.
COMBUSTION AND FLAME (2002)
Compactly supported correlation functions
T Gneiting
JOURNAL OF MULTIVARIATE ANALYSIS (2002)
Local flame structure in the well-stirred reactor regime
M Tanahashi et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2002)
Fire behavior in building compartments
JG Quintiere
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2002)
A numerical analysis of the structure of a turbulent hydrogen jet lifted flame
Y Mizobuchi et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2002)
High-temperature combustion in autoigniting non-homogeneous hydrogen/air mixtures
T Echekki et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2002)
Numerical simulation of premixed turbulent methane combustion
JB Bell et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2002)
Direct numerical simulation of the near field dynamics of a rectangular reactive plume
X Jiang et al.
INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW (2001)
Direct numerical simulation of transitional noncircular buoyant reactive jets
X Jiang et al.
THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS (2001)
Modeling of complex premixed burner systems by using flamelet-generated manifolds
JA Van Oijen et al.
COMBUSTION AND FLAME (2001)
Effects of flow strain on triple flame propagation
HG Im et al.
COMBUSTION AND FLAME (2001)
Direct numerical simulation of reacting scalar mixing layers
SM de Bruyn Kops et al.
PHYSICS OF FLUIDS (2001)
Review:: Knowledge management and knowledge management systems:: Conceptual foundations and research issues
M Alavi et al.
MIS QUARTERLY (2001)
Pattern search algorithms for mixed variable programming
C Audet et al.
SIAM JOURNAL ON OPTIMIZATION (2001)
Laminar burning velocity of methane-air-diluent mixtures
M Elia et al.
JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME (2001)
Modelling of a bluff-body nonpremixed flame using a coupled radiation/flamelet combustion model
M Hossain et al.
FLOW TURBULENCE AND COMBUSTION (2001)
A self-organizing-map approach to chemistry representation in combustion applications
JA Blasco et al.
COMBUSTION THEORY AND MODELLING (2000)
Laminar burning velocity and Markstein lengths of methane-air mixtures
XJ Gu et al.
COMBUSTION AND FLAME (2000)
Stretch effects on the burning velocity of turbulent premixed hydrogen/air flames
JH Chen et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2000)
An economical strategy for storage of chemical kinetics: Fitting in situ adaptive tabulation with artificial neural networks
JY Chen et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2000)
Modelling of premixed laminar flames using flamelet-generated manifolds
JA van Oijen et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2000)
Unsteady flamelet modeling of soot formation in turbulent diffusion flames
H Pitsch et al.
COMBUSTION SCIENCE AND TECHNOLOGY (2000)
Laminar premixed hydrogen/air counterflow flame simulations using flame prolongation of ILDM with differential diffusion
O Gicquel et al.
PROCEEDINGS OF THE COMBUSTION INSTITUTE (2000)
Share Paper
