相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Machine Learning-Driven Biomaterials Evolution
Ady Suwardi et al.
ADVANCED MATERIALS (2022)
Measuring the free energy of hard-sphere colloidal glasses
Minh Triet Dang et al.
JOURNAL OF PHYSICS D-APPLIED PHYSICS (2022)
In-depth characterization of the aggregation state of cellulose nanocrystals through analysis of transmission electron microscopy images
Cristina Campano et al.
CARBOHYDRATE POLYMERS (2021)
Evaluating the effect of variable fiber content on mechanical properties of additively manufactured continuous carbon fiber composites
Dakota R. Hetrick et al.
JOURNAL OF REINFORCED PLASTICS AND COMPOSITES (2021)
An improved image denoising technique using differential evolution-based salp swarm algorithm
Supriya Dhabal et al.
SOFT COMPUTING (2021)
Tuning Materials-Binding Peptide Sequences toward Gold- and Silver-Binding Selectivity with Bayesian Optimization
Zak E. Hughes et al.
ACS NANO (2021)
Two-Dimensional (2D) or Quasi-2D Superstructures from DNA-Coated Colloidal Particles
Mingzhu Liu et al.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2021)
Viscoelastic properties of poly (vinyl alcohol) hydrogels with cellulose nanocrystals fabricated through sodium chloride addition: Rheological evidence of double network formation
Aref Abbasi Moud et al.
COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS (2021)
ZnO nanoparticles decorated carbon nanotubes via pulsed laser ablation method for degradation of methylene blue dyes
Ayman M. Mostafa et al.
COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS (2021)
A self-adaptive particle-tracking method for minerals processing
Lucas Pereira et al.
JOURNAL OF CLEANER PRODUCTION (2021)
A novel radioactive particle tracking algorithm based on deep rectifier neural network
Roos Sophia de Freitas Dam et al.
NUCLEAR ENGINEERING AND TECHNOLOGY (2021)
Grain boundary segregation and relaxation in nano-grained polycrystalline alloys
Tong-Yi Zhang et al.
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY (2021)
Hole-matrixed carbonylated graphene: Synthesis, properties, and highly-selective ammonia gas sensing
M. K. Rabchinskii et al.
CARBON (2021)
Analytical Hessians for Ewald and particle mesh Ewald electrostatics
Andrew C. Simmonett et al.
JOURNAL OF CHEMICAL PHYSICS (2021)
Prediction of random packing density and flowability for non-spherical particles by deep convolutional neural networks and Discrete Element Method simulations
Robert Hesse et al.
POWDER TECHNOLOGY (2021)
Deep learning-based point-scanning super-resolution imaging
Linjing Fang et al.
NATURE METHODS (2021)
Rationally Programming Nanomaterials with DNA for Biomedical Applications
Liangcan He et al.
ADVANCED SCIENCE (2021)
Multiple Particle Tracking Detects Changes in Brain Extracellular Matrix and Predicts Neurodevelopmental Age
Michael McKenna et al.
ACS NANO (2021)
Predicting the early-stage creep dynamics of gels from their static structure by machine learning
Han Liu et al.
ACTA MATERIALIA (2021)
Fluctuations of non-ergodic stochastic processes
G. George et al.
EUROPEAN PHYSICAL JOURNAL E (2021)
Deep learning super-resolution electron microscopy based on deep residual attention network
Jia Wang et al.
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY (2021)
Thermodynamic Decomposition of Solvation Free Energies with Particle Mesh Ewald and Long-Range Lennard-Jones Interactions in Grid Inhomogeneous Solvation Theory
Lieyang Chen et al.
JOURNAL OF CHEMICAL THEORY AND COMPUTATION (2021)
Bound2Learn: a machine learning approach for classification of DNA-bound proteins from single-molecule tracking experiments
Nitin Kapadia et al.
NUCLEIC ACIDS RESEARCH (2021)
Microchemomechanical devices using DNA hybridization
Guolong Zhu et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)
Machine learning-accelerated computational fluid dynamics
Dmitrii Kochkov et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)
PRISMS-Fatigue computational framework for fatigue analysis in polycrystalline metals and alloys
Mohammadreza Yaghoobi et al.
NPJ COMPUTATIONAL MATERIALS (2021)
Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images
Roberto Perera et al.
COMPUTATIONAL MATERIALS SCIENCE (2021)
A novel deep learning-based modelling strategy from image of particles to mechanical properties for granular materials with CNN and BiLSTM
Pin Zhang et al.
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2021)
On Using the BMCSL Equation of State to Renormalize the Onsager Theory Approach to Modeling Hard Prolate Spheroidal Liquid Crystal Mixtures
Donya Ohadi et al.
ENTROPY (2021)
Advanced iterative particle reconstruction for Lagrangian particle tracking
Tobias Jahn et al.
EXPERIMENTS IN FLUIDS (2021)
Phase behavior of a binary mixture of patchy colloids: Effect of particle size and gravity
Rodrigo Braz Teixeira et al.
JOURNAL OF CHEMICAL PHYSICS (2021)
Asymptotic fiber orientation states of the quadratically closed Folgar-Tucker equation and a subsequent closure improvement
Tobias Karl et al.
JOURNAL OF RHEOLOGY (2021)
Colloidal Particles with Triangular Patches
Mingxin He et al.
LANGMUIR (2021)
Advances in the metal nanoparticles (MNPs) doped liquid crystals and polymer dispersed liquid crystal (PDLC) composites and their applications-a review
Farzana Ahmad et al.
MOLECULAR CRYSTALS AND LIQUID CRYSTALS (2021)
From predictive modelling to machine learning and reverse engineering of colloidal self-assembly
Marjolein Dijkstra et al.
NATURE MATERIALS (2021)
Single-particle diffusional fingerprinting: A machine-learning framework for quantitative analysis of heterogeneous diffusion
Henrik D. Pinholt et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)
Mechanisms of transport enhancement for self-propelled nanoswimmers in a porous matrix
Haichao Wu et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)
Video-Sensing Characterization for Hydrodynamic Features: Particle Tracking-Based Algorithm Supported by a Machine Learning Approach
Aime Lay-Ekuakille et al.
SENSORS (2021)
Conducting Graphene Synthesis from Electronic Waste
Anurag Bajpai et al.
ACS SUSTAINABLE CHEMISTRY & ENGINEERING (2021)
Predicting carbon nanotube forest attributes and mechanical properties using simulated images and deep learning
Taher Hajilounezhad et al.
NPJ COMPUTATIONAL MATERIALS (2021)
Efficient water desalination with graphene nanopores obtained using artificial intelligence
Yuyang Wang et al.
NPJ 2D MATERIALS AND APPLICATIONS (2021)
Functionalized carbon nanotubes: synthesis, properties and applications in water purification, drug delivery, and material and biomedical sciences
Rama Dubey et al.
NANOSCALE ADVANCES (2021)
A Stretchable Gold Nanowire Sensor and Its Characterization Using Machine Learning for Motion Tracking
Xuan Anh Nguyen et al.
IEEE SENSORS JOURNAL (2021)
Machine learning glass transition temperature of polyacrylamides using quantum chemical descriptors
Yun Zhang et al.
POLYMER CHEMISTRY (2021)
Deep-learning-based nanowire detection in AFM images for automated nanomanipulation
Huitian Bai et al.
NANOTECHNOLOGY AND PRECISION ENGINEERING (2021)
Light-Responsive Colloidal Crystals Engineered with DNA
Jinghan Zhu et al.
ADVANCED MATERIALS (2020)
Machine learning based position-rendering algorithms for radioactive particle tracking experimentation
Ashutosh Yadav et al.
AICHE JOURNAL (2020)
Three-Dimensional Single Particle Tracking and Its Applications in Confined Environments
Yaning Zhong et al.
ANNUAL REVIEW OF ANALYTICAL CHEMISTRY, VOL 13 (2020)
Generating Energy Data for Machine Learning with Recurrent Generative Adversarial Networks
Mohammad Navid Fekri et al.
ENERGIES (2020)
Three-dimensional particle tracking velocimetry using shallow neural network for real-time analysis
Yeonghyeon Gim et al.
EXPERIMENTS IN FLUIDS (2020)
Application of automated electron microscopy imaging and machine learning to characterise and quantify nanoparticle dispersion in aqueous media
M. Ilett et al.
JOURNAL OF MICROSCOPY (2020)
Quantum Chemistry in the Age of Machine Learning
Pavlo O. Dral
JOURNAL OF PHYSICAL CHEMISTRY LETTERS (2020)
Multivalent Patchy Colloids for Quantitative 3D Self-Assembly Studies
Marlous Kamp et al.
LANGMUIR (2020)
Single trajectory characterization via machine learning
Gorka Munoz-Gil et al.
NEW JOURNAL OF PHYSICS (2020)
Image-based size analysis of agglomerated and partially sintered particles via convolutional neural networks
M. Frei et al.
POWDER TECHNOLOGY (2020)
Positron emission particle tracking using machine learning
A. L. Nicusan et al.
REVIEW OF SCIENTIFIC INSTRUMENTS (2020)
Nonlinear viscoelastic characterization of charged cellulose nanocrystal network structure in the presence of salt in aqueous media
Aref Abbasi Moud et al.
CELLULOSE (2020)
Deep Learning-Based Point-Scanning Super-Resolution Imaging
Uri Manor et al.
FASEB JOURNAL (2020)
Particle tracking of nanoparticles in soft matter
Katie A. Rose et al.
JOURNAL OF APPLIED PHYSICS (2020)
Photo-printing of faceted DNA patchy particles
Jairo A. A. Diaz et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)
Positron Emission Particle Tracking of Granular Flows
C. R. K. Windows-Yule et al.
ANNUAL REVIEW OF CHEMICAL AND BIOMOLECULAR ENGINEERING, VOL 11 (2020)
被撤回的出版物: Artificial Intelligence Algorithm Enabled Industrial-Scale Graphene Characterization (Retracted article. See vol. 10, 2020)
Wei Sun Leong et al.
CRYSTALS (2020)
Unveiling the predictive power of static structure in glassy systems
V Bapst et al.
NATURE PHYSICS (2020)
PSBP-SVM: A Machine Learning-Based Computational Identifier for Predicting Polystyrene Binding Peptides
Chaolu Meng et al.
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY (2020)
Generalizing from a Few Examples: A Survey on Few-shot Learning
Yaqing Wang et al.
ACM COMPUTING SURVEYS (2020)
Preparation and characterization of carbon nanotubes by pulsed laser ablation in water for optoelectronic application
Raid A. Ismail et al.
PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES (2020)
Deep-learning method for data association in particle tracking
Yao Yao et al.
BIOINFORMATICS (2020)
Reconfigurable Transitions between One- and Two-Dimensional Structures with Bifunctional DNA-Coated Janus Colloids
Joon Suk Oh et al.
ACS NANO (2020)
On-machine surface defect detection using light scattering and deep learning
Mingyu Liu et al.
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION (2020)
Machine Learning for 3D Particle Tracking in Granular Gases
Dmitry Puzyrev et al.
MICROGRAVITY SCIENCE AND TECHNOLOGY (2020)
Spatial heterogeneity of the cytosol revealed by machine learning-based 3D particle tracking
Grace A. McLaughlin et al.
MOLECULAR BIOLOGY OF THE CELL (2020)
Simultaneous optical and magnetophoretic monitoring of DNA hybridization using superparamagnetic and plasmonic colloids
Maria Benelmekki et al.
COLLOIDS AND SURFACES B-BIOINTERFACES (2020)
Colloidal interactions get patchy and directional
Rachael N. Kress et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)
Dense particle tracking using a learned predictive model
Kevin Mallery et al.
EXPERIMENTS IN FLUIDS (2020)
Deep Multimodel Cascade Method Based on CNN and Random Forest for Pharmaceutical Particle Detection
Hui Zhang et al.
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2020)
Image-based failure detection for material extrusion process using a convolutional neural network
Hyungjung Kim et al.
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2020)
Prediction of Energetic Material Properties from Electronic Structure Using 3D Convolutional Neural Networks
Alex D. Casey et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2020)
Wound healing activity of Chitosan/Polyvinyl Alcohol embedded by gold nanoparticles prepared by nanosecond laser ablation
A. A. Menazea et al.
JOURNAL OF MOLECULAR STRUCTURE (2020)
Synthesis of computer simulation and machine learning for achieving the best material properties of filled rubber
Takashi Kojima et al.
SCIENTIFIC REPORTS (2020)
Simulation and Optimization of Electromagnetic Absorption of Polycarbonate/CNT Composites Using Machine Learning
Lakhdar Sidi Salah et al.
MICROMACHINES (2020)
Data-Driven Prediction of Protein Adsorption on Self-Assembled Monolayers toward Material Screening and Design
Rudolf Jason Kwaria et al.
ACS BIOMATERIALS SCIENCE & ENGINEERING (2020)
Physical characterization and antibacterial activity of PVA/Chitosan matrix doped by selenium nanoparticles prepared via one-pot laser ablation route
A. A. Menazea et al.
JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T (2020)
Autonomous robotic nanofabrication with reinforcement learning
Philipp Leinen et al.
SCIENCE ADVANCES (2020)
Gold Nanowires from Nanorods
Bishnu P. Khanal et al.
LANGMUIR (2020)
Prediction of Nano-Bio Interactions through Convolutional Neural Network Analysis of Nanostructure Images
Xiliang Yan et al.
ACS SUSTAINABLE CHEMISTRY & ENGINEERING (2020)
Opposite Effects of Flexible Single-Stranded DNA Regions and Rigid Loops in DNAzyme on Colloidal Nanoparticle Stability for Turn-On Plasmonic Detection of Lead Ions
Wenhui Diao et al.
ACS APPLIED BIO MATERIALS (2020)
A new generation of hybrid-nanofluid: thermal properties enriched lubricant fluids with controlled viscosity amount
Mohammad Hemmat Esfe et al.
SN APPLIED SCIENCES (2020)
Three-dimensional convolutional neural network (3D-CNN) for heterogeneous material homogenization
Chengping Rao et al.
COMPUTATIONAL MATERIALS SCIENCE (2020)
Graph convolutional neural networks with global attention for improved materials property prediction
Steph-Yves Louis et al.
PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2020)
Predicting coated-nanoparticle drug release systems with perturbation-theory machine learning (PTML) models
Ricardo Santana et al.
NANOSCALE (2020)
Convolutional Neural Network Technology in Endoscopic Imaging: Artificial Intelligence for Endoscopy
Joonmyeong Choi et al.
CLINICAL ENDOSCOPY (2020)
A novel comprehensive experimental study concerned synthesizes and prepare liquid paraffin-Fe3O4 mixture to develop models for both thermal conductivity & viscosity: A new approach of GMDH type of neural network
Amin Shahsavar et al.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2019)
Directing Liquid Crystalline Self-Organization of Rodlike Particles through Tunable Attractive Single Tips
Andrii Repula et al.
PHYSICAL REVIEW LETTERS (2019)
Pressure induced semiconductor-metallic transition of selenium nanoribbons generated by laser ablation in liquids
Yunyu Cai et al.
APPLIED SURFACE SCIENCE (2019)
Automatic detection, localization and segmentation of nano-particles with deep learning in microscopy images
Ayse Betul Oktay et al.
MICRON (2019)
Evaluating the effect of temperature and concentration on the thermal conductivity of ZnO-TiO2/EG hybrid nanofluid using artificial neural network and curve fitting on experimental data
Mohammad Reza Safaei et al.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2019)
Design of self-assembly dipeptide hydrogels and machine learning via their chemical features
Fei Li et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)
Integrated model of BP neural network and CNN algorithm for automatic wear debris classification
S. Wang et al.
WEAR (2019)
Free Energy Landscape of Colloidal Clusters in Spherical Confinement
Junwei Wang et al.
ACS NANO (2019)
Machine learning assisted quantification of graphitic surfaces exposure to defined environments
Chia-Yun Lai et al.
APPLIED PHYSICS LETTERS (2019)
Single-Particle Diffusion Characterization by Deep Learning
Naor Granik et al.
BIOPHYSICAL JOURNAL (2019)
On the use of deep learning for computational imaging
George Barbastathis et al.
OPTICA (2019)
Machine Learning Accelerates Discovery of Optimal Colloidal Quantum Dot Synthesis
Oleksandr Voznyy et al.
ACS NANO (2019)
Deep learning denoising of SEM images towards noise-reduced LER measurements
E. Giannatou et al.
MICROELECTRONIC ENGINEERING (2019)
Janus Nanoparticles Enable Entropy-Driven Mixing of Bicomponent Hydrogels
Shensheng Chen et al.
LANGMUIR (2019)
Machine learning-aided analysis for complex local structure of liquid crystal polymers
Hideo Doi et al.
SCIENTIFIC REPORTS (2019)
Sensitivity analysis and application of machine learning methods to predict the heat transfer performance of CNT/water nanofluid flows through coils
Alireza Baghban et al.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2019)
Rigorous smart model for predicting dynamic viscosity of Al2O3/water nanofluid
Mahdi Ramezanizadeh et al.
JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY (2019)
Self-assembly of Janus Dumbbell Nanocrystals and Their Enhanced Surface Plasmon Resonance
Fei Liu et al.
NANO LETTERS (2019)
Associating local microstructure with predicted thermally-induced stress hotspots using convolutional neural networks
Sean P. Donegan et al.
MATERIALS CHARACTERIZATION (2019)
Calibration of astigmatic particle tracking velocimetry based on generalized Gaussian feature extraction
Simon Franchini et al.
ADVANCES IN WATER RESOURCES (2019)
Improved energy reconstruction in NOvA with regression convolutional neural networks
Pierre Baldi et al.
PHYSICAL REVIEW D (2019)
Feedback GAN for DNA optimizes protein functions
Anvita Gupta et al.
NATURE MACHINE INTELLIGENCE (2019)
Raman spectroscopy of bottom-up synthesized graphene quantum dots: size and structure dependence
Enkeleda Dervishi et al.
NANOSCALE (2019)
Interface-Driven Hybrid Materials Based on DNA-Functionalized Gold Nanoparticles
Biwu Liu et al.
MATTER (2019)
Predicting in situ nanoparticle behavior using multiple particle tracking and artificial neural networks
Chad Curtis et al.
NANOSCALE (2019)
Generative Adversarial Networks for Augmenting Training Data of Microscopic Cell Images
Piotr Baniukiewicz et al.
FRONTIERS IN COMPUTER SCIENCE (2019)
Segregation energy of the hydrogen at Ni Σ3 grain boundaries: some implications of the atomic volume and the interstitial self-stress
Abdelmalek Hallil et al.
JOURNAL OF MATERIALS SCIENCE (2018)
Experimental investigation for developing a new model for the dynamic viscosity of silver/ethylene glycol nanofluid at different temperatures and solid volume fractions
Ali Deris Zadeh et al.
JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY (2018)
VoroTop: Voronoi cell topology visualization and analysis toolkit
Emanuel A. Lazar
MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING (2018)
Parameters optimization for synthesis of Al-doped ZnO nanoparticles by laser ablation in water
Niksa Krstulovic et al.
APPLIED SURFACE SCIENCE (2018)
Machine-Learning-Assisted Accurate Band Gap Predictions of Functionalized MXene
Arunkumar Chitteth Rajan et al.
CHEMISTRY OF MATERIALS (2018)
A non-local structural derivative model for characterization of ultraslow diffusion in dense colloids
Yingjie Liang et al.
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION (2018)
Experimental study of carbon nano tube/oil nanofluid in dish concentrator using a cylindrical cavity receiver: Outdoor tests
R. Loni et al.
ENERGY CONVERSION AND MANAGEMENT (2018)
A new comprehensive model for relative viscosity of various nanofluids using feed-forward back-propagation MLP neural networks
H. R. Ansari et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2018)
Novel Hybrid Hard Sphere Model for Direct Simulation Monte Carlo Computations
Jin Li et al.
JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER (2018)
Deep learning massively accelerates super-resolution localization microscopy
Wei Ouyang et al.
NATURE BIOTECHNOLOGY (2018)
Engineering the entropy-driven free-energy landscape of a dynamic nanoporous protein assembly
Robert Alberstein et al.
NATURE CHEMISTRY (2018)
Machine-learning techniques for fast and accurate feature localization in holograms of colloidal particles
Mark D. Hannel et al.
OPTICS EXPRESS (2018)
A comparison of performance of several artificial intelligence methods for predicting the dynamic viscosity of TiOC2/SAE 50 nano-lubricant
Mohammad Hemmat Esfe et al.
PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES (2018)
Prediction of viscosity of several alumina-based nanofluids using various artificial intelligence paradigms - Comparison with experimental data and empirical correlations
Ehsan Gholami et al.
POWDER TECHNOLOGY (2018)
Artificial Intelligence Based Optimization for the Se(IV) Removal from Aqueous Solution by Reduced Graphene Oxide-Supported Nanoscale Zero-Valent Iron Composites
Rensheng Cao et al.
MATERIALS (2018)
TRACKDEM: Automated particle tracking to obtain population counts and size distributions from videos in R
Marjolein Bruijning et al.
METHODS IN ECOLOGY AND EVOLUTION (2018)
Super-resolution for asymmetric resolution of FIB-SEM 3D imaging using AI with deep learning
Katsumi Hagita et al.
SCIENTIFIC REPORTS (2018)
Classification of volcanic ash particles using a convolutional neural network and probability
Daigo Shoji et al.
SCIENTIFIC REPORTS (2018)
Colloidal Behavior of Cellulose Nanocrystals in Presence of Sodium Chloride
Aref Abbasi Moud et al.
CHEMISTRYSELECT (2018)
Surface Passivation of Bismuth-Based Perovskite Variant Quantum Dots To Achieve Efficient Blue Emission
Meiying Leng et al.
NANO LETTERS (2018)
Multiscale prediction of functional self-assembled materials using machine learning: high-performance surfactant molecules
Takuya Inokuchi et al.
NANOSCALE (2018)
CDeep3M-Plug-and-Play cloud-based deep learning for image segmentation
Matthias G. Haberl et al.
NATURE METHODS (2018)
Machine-Learning Enabled New Insights into the Coil-to-Globule Transition of Thermosensitive Polymers Using a Coarse-Grained Model
Karteek K. Bejagam et al.
JOURNAL OF PHYSICAL CHEMISTRY LETTERS (2018)
Magic number colloidal clusters as minimum free energy structures
Junwei Wang et al.
NATURE COMMUNICATIONS (2018)
A machine learning approach for online automated optimization of super-resolution optical microscopy
Audrey Durand et al.
NATURE COMMUNICATIONS (2018)
An artificial intelligence atomic force microscope enabled by machine learning
Boyuan Huang et al.
NANOSCALE (2018)
Thermal conductivity and dynamic viscosity modeling of Fe2O3/water nanofluid by applying various connectionist approaches
Mohammad Hossein Ahmadi et al.
NUMERICAL HEAT TRANSFER PART A-APPLICATIONS (2018)
A hybrid artificial neural network-genetic algorithm modeling approach for viscosity estimation of graphene nanoplatelets nanofluid using experimental data
M. Vakili et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2017)
Application of Artificial Neural Network (ANN) for modeling oxide-based nanofluids dynamic viscosity
Giovanni A. Longo et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2017)
Predicting the effective viscosity of nanofluids for the augmentation of heat transfer in the process industries
Ali Aminian
JOURNAL OF MOLECULAR LIQUIDS (2017)
High-Yield Synthesis of Janus Dendritic Mesoporous Silica@Resorcinol-Formaldehyde Nanoparticles: A Competing Growth Mechanism
Lili Qu et al.
LANGMUIR (2017)
Janus Colloids Actively Rotating on the Surface of Water
Xiaolu Wang et al.
LANGMUIR (2017)
Surface-assisted single-crystal formation of charged colloids
Shunto Arai et al.
NATURE PHYSICS (2017)
Fluorescence nanoscopy in cell biology
Steffen J. Sahl et al.
NATURE REVIEWS MOLECULAR CELL BIOLOGY (2017)
Synthesis of cadmium oxide nanoparticles by pulsed laser ablation in liquid environment
Ayman M. Mostafa et al.
OPTIK (2017)
Positron emission particle tracking and its application to granular media
D. J. Parker
REVIEW OF SCIENTIFIC INSTRUMENTS (2017)
Machine learning for autonomous crystal structure identification
Wesley F. Reinhart et al.
SOFT MATTER (2017)
Surface Modification and Damage of MeV-Energy Heavy Ion Irradiation on Gold Nanowires
Yaxiong Cheng et al.
NANOMATERIALS (2017)
Neural Network for Nanoscience Scanning Electron Microscope Image Recognition
Mohammad Hadi Modarres et al.
SCIENTIFIC REPORTS (2017)
Dumbbell-Shaped Bi-component Mesoporous Janus Solid Nanoparticles for Biphasic Interface Catalysis
Tianyu Yang et al.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2017)
Single Particle Tracking: From Theory to Biophysical Applications
Hao Shen et al.
CHEMICAL REVIEWS (2017)
Self-Assembled Graphene Film as Low Friction Solid Lubricant in Macroscale Contact
Pu Wu et al.
ACS APPLIED MATERIALS & INTERFACES (2017)
Folding of guanine quadruplex molecules-funnel-like mechanism or kinetic partitioning? An overview from MD simulation studies
Jiri Sponer et al.
BIOCHIMICA ET BIOPHYSICA ACTA-GENERAL SUBJECTS (2017)
Segregated Hybrid Poly(methyl methacrylate)/Graphene/Magnetite Nanocomposites for Electromagnetic Interference Shielding
Farbod Sharif et al.
ACS APPLIED MATERIALS & INTERFACES (2017)
Viscoelastic creep and relaxation of dielectric elastomers characterized by a Kelvin-Voigt-Maxwell model
Junshi Zhang et al.
APPLIED PHYSICS LETTERS (2017)
Tailored Synthesis of Octopus-type Janus Nanoparticles for Synergistic Actively-Targeted and Chemo-Photothermal Therapy
Lingyu Zhang et al.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2016)
Programmed assembly of oppositely charged homogeneously decorated and Janus particles
Alina Kirillova et al.
FARADAY DISCUSSIONS (2016)
Effects of temperature and concentration on the viscosity of nanofluids made of single-wall carbon nanotubes in ethylene glycol
Mohsen Baratpour et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2016)
Prediction of graphite nanofluids' dynamic viscosity by means of artificial neural networks
A. S. Dalkilic et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2016)
Prediction of thermal conductivity of various nanofluids using artificial neural network
Ebrahim Ahmadloo et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2016)
Predicting the viscosity of multi-walled carbon nanotubes/water nanofluid by developing an optimal artificial neural network based on experimental data
Masoud Afrand et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2016)
Designing an artificial neural network to predict dynamic viscosity of aqueous nanofluid of TiO2 using experimental data
Mohammad Hemmat Esfe et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2016)
Biosynthesis of gold nanoparticles: A green approach
Shakeel Ahmed et al.
JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY (2016)
Intriguing Morphology Evolution from Noncrosslinked Poly(tertbutyl acrylate) Seeds with Polar Functional Groups in Soap-Free Emulsion Polymerization of Styrene
Lu Wang et al.
LANGMUIR (2016)
Self-Assembled Colloidal Particle Clusters from In Situ Pickering-Like Emulsion Polymerization via Single Electron Transfer Mechanism
Jinfeng Yuan et al.
MACROMOLECULAR RAPID COMMUNICATIONS (2016)
Robust structural identification via polyhedral template matching
Peter Mahler Larsen et al.
MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING (2016)
Programmed assembly of oppositely charged homogeneously decorated and Janus particles
Alina Kirillova et al.
FARADAY DISCUSSIONS (2016)
An improved Maxwell creep model for rock based on variable-order fractional derivatives
Fei Wu et al.
ENVIRONMENTAL EARTH SCIENCES (2015)
Designing an artificial neural network to predict thermal conductivity and dynamic viscosity of ferromagnetic nanofluid
Mohammad Hemmat Esfe et al.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER (2015)
The role of non-specific interactions in a patchy model of protein crystallization
Iskra Staneva et al.
JOURNAL OF CHEMICAL PHYSICS (2015)
Robust Reactive Janus Composite Particles of Snowman Shape
Yijing Sun et al.
MACROMOLECULES (2015)
2000-fold parallelized dual-color STED fluorescence nanoscopy
Fabian Bergermann et al.
OPTICS EXPRESS (2015)
Machine learning assembly landscapes from particle tracking data
Andrew W. Long et al.
SOFT MATTER (2015)
Outstanding electromagnetic interference shielding of silver nanowires: comparison with carbon nanotubes
Mohammad Arjmand et al.
RSC ADVANCES (2015)
From Metal-Organic Framework to Intrinsically Fluorescent Carbon Nanodots
Arlin Jose Amali et al.
CHEMISTRY-A EUROPEAN JOURNAL (2014)
An experimental investigation and new correlation of viscosity of ZnO-EG nanofluid at various temperatures and different solid volume fractions
Mohammad Hemmat Esfe et al.
EXPERIMENTAL THERMAL AND FLUID SCIENCE (2014)
Estimation of the viscosity of nine nanofluids using a hybrid GMDH-type neural network system
Saeid Atashrouz et al.
FLUID PHASE EQUILIBRIA (2014)
Nonlinear Machine Learning of Patchy Colloid Self-Assembly Pathways and Mechanisms
Andrew W. Long et al.
JOURNAL OF PHYSICAL CHEMISTRY B (2014)
Large parallelization of STED nanoscopy using optical lattices
Bin Yang et al.
OPTICS EXPRESS (2014)
Machine-learning approach to holographic particle characterization
Aaron Yevick et al.
OPTICS EXPRESS (2014)
Electrochemical deposition of gold nanoparticles on graphite rod for glucose biosensing
Natalija German et al.
SENSORS AND ACTUATORS B-CHEMICAL (2014)
Green synthesis of carbon dots with down- and up-conversion fluorescent properties for sensitive detection of hypochlorite with a dual-readout assay
Bangda Yin et al.
ANALYST (2013)
Coal as an abundant source of graphene quantum dots
Ruquan Ye et al.
NATURE COMMUNICATIONS (2013)
Upconversion and Downconversion Fluorescent Graphene Quantum Dots: Ultrasonic Preparation and Photocatalysis
Shujuan Zhuo et al.
ACS NANO (2012)
Hybrid spatial Gillespie and particle tracking simulation
Michael Klann et al.
BIOINFORMATICS (2012)
Fabrication of Binary and Ternary Hybrid Particles Based on Colloidal Lithography
Ye Yu et al.
CHEMISTRY OF MATERIALS (2012)
Magnetic Click Colloidal Assembly
Stefano Sacanna et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2012)
Graphene Quantum Dots Derived from Carbon Fibers
Juan Peng et al.
NANO LETTERS (2012)
Colloids with valence and specific directional bonding
Yufeng Wang et al.
NATURE (2012)
Atomistic processes of dislocation generation and plastic deformation during nanoindentation
C. Begau et al.
ACTA MATERIALIA (2011)
Empirical correlating equations for predicting the effective thermal conductivity and dynamic viscosity of nanofluids
Massimo Corcione
ENERGY CONVERSION AND MANAGEMENT (2011)
Characterizing complex particle morphologies through shape matching: Descriptors, applications, and algorithms
Aaron S. Keys et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2011)
Diffraction-unlimited all-optical imaging and writing with a photochromic GFP
Tim Grotjohann et al.
NATURE (2011)
Fast, three-dimensional super-resolution imaging of live cells
Sara A. Jones et al.
NATURE METHODS (2011)
Fabrication and Characterization of Asymmetric Janus and Ternary Particles
Chien-Chih Lin et al.
ACS APPLIED MATERIALS & INTERFACES (2010)
Breaking the Diffraction Barrier: Super-Resolution Imaging of Cells
Bo Huang et al.
CELL (2010)
Robust Plasma Polymerized-Titania/Silica Janus Microparticles
Kyle D. Anderson et al.
CHEMISTRY OF MATERIALS (2010)
Quantitative Comparison of Spot Detection Methods in Fluorescence Microscopy
Ihor Smal et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2010)
Replication of anisotropic dispersed particulates and complex continuous templates
Olga Shchepelina et al.
JOURNAL OF MATERIALS CHEMISTRY (2010)
New Strategy for Synthesis and Functionalization of Carbon Nanoparticles
Hongquan Jiang et al.
LANGMUIR (2010)
Multifunctional Superparamagnetic Janus Particles
Kai P. Yuet et al.
LANGMUIR (2010)
Fabrication, Assembly, and Application of Patchy Particles
Amar B. Pawar et al.
MACROMOLECULAR RAPID COMMUNICATIONS (2010)
Inference in particle tracking experiments by passing messages between images
M. Chertkov et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2010)
Towards Designer Microparticles: Simultaneous Control of Anisotropy, Shape, and Size
Srijanani Bhaskar et al.
SMALL (2010)
Generation of Monodisperse Inorganic-Organic Janus Microspheres in a Microfluidic Device
Naveen Prasad et al.
ADVANCED FUNCTIONAL MATERIALS (2009)
Microwave synthesis of fluorescent carbon nanoparticles with electrochemiluminescence properties
Hui Zhu et al.
CHEMICAL COMMUNICATIONS (2009)
The visibility graph: A new method for estimating the Hurst exponent of fractional Brownian motion
L. Lacasa et al.
EPL (2009)
Generalized Lorenz-Mie theory and applications
James A. Lock et al.
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER (2009)
Site-Specific Functionalization of Anisotropic Nanoparticles: From Colloidal Atoms to Colloidal Molecules
Fan Li et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2009)
Control of the Thickness and the Length of Germanium-Telluride Nanowires Fabricated via the Vapor-Liquid-Solid Method
Soon-Won Jung et al.
JOURNAL OF THE KOREAN PHYSICAL SOCIETY (2009)
Multifunctional Patchy Particles by Glancing Angle Deposition
Amar B. Pawar et al.
LANGMUIR (2009)
Enabling Ultrahigh Plastic Flow and Work Hardening in Twinned Gold Nanowires
Chuang Deng et al.
NANO LETTERS (2009)
Direct electrodeposition of gold nanoparticles onto indium/tin oxide film coated glass and its application for electrochemical biosensor
Liping Wang et al.
ELECTROCHEMISTRY COMMUNICATIONS (2008)
Accurate determination of crystal structures based on averaged local bond order parameters
Wolfgang Lechner et al.
JOURNAL OF CHEMICAL PHYSICS (2008)
Surface functionalized carbogenic quantum dots
Athanasios B. Bourlinos et al.
SMALL (2008)
A novel knowledge-based approach to design inorganic-binding peptides
Ersin Emre Oren et al.
BIOINFORMATICS (2007)
Novel defect structures in nematic liquid crystal shells
A. Fernandez-Nieves et al.
PHYSICAL REVIEW LETTERS (2007)
Structural characterization of deformed crystals by analysis of common atomic neighborhood
Helio Tsuzuki et al.
COMPUTER PHYSICS COMMUNICATIONS (2007)
Anisotropy of building blocks and their assembly into complex structures
Sharon C. Glotzer et al.
NATURE MATERIALS (2007)
An electrochemical avenue to blue luminescent nanocrystals from multiwalled carbon nanotubes (MWCNTs)
Jigang Zhou et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2007)
Simple method to produce Janus colloidal particles in large quantity
Liang Hong et al.
LANGMUIR (2006)
Surface-anisotropic polystyrene spheres by electroless deposition
Jing-Qin Cui et al.
LANGMUIR (2006)
Janus and ternary particles generated by microfluidic synthesis: Design, synthesis, and self-assembly
Zhihong Nie et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2006)
Germanium telluride nanowires and nanohelices with memory-switching behavior
Dong Yu et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2006)
Automated image analysis of atomic force microscopy images of rotavirus particles
S. Venkataraman et al.
ULTRAMICROSCOPY (2006)
Applications of local crystal structure measures in experiment and simulation
GJ Ackland et al.
PHYSICAL REVIEW B (2006)
Realization of optical superlens imaging below the diffraction limit
H Lee et al.
NEW JOURNAL OF PHYSICS (2005)
Biphasic Janus particles with nanoscale anisotropy
KH Roh et al.
NATURE MATERIALS (2005)
Nanoseale functionalization and site-specific assembly of colloids by particle lithography
CE Snyder et al.
LANGMUIR (2005)
Dumbbell-like bifunctional Au-Fe3O4 nanoparticles
H Yu et al.
NANO LETTERS (2005)
Wet chemical synthesis of silver nanowire thin films at ambient temperature
DB Zhang et al.
CHEMISTRY OF MATERIALS (2004)
Self-assembly of patchy particles
ZL Zhang et al.
NANO LETTERS (2004)
Biological synthesis of triangular gold nanoprisms
SS Shankar et al.
NATURE MATERIALS (2004)
Dense packing and symmetry in small clusters of microspheres
VN Manoharan et al.
SCIENCE (2003)
Growth mechanisms for single-wall carbon nanotubes in a laser-ablation process
CD Scott et al.
APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING (2001)