Related references
Note: Only part of the references are listed.Machine learning and artificial neural network accelerated computational discoveries in materials science
Yang Hong et al.
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE (2020)
Accelerated discoveries of mechanical properties of graphene using machine learning and high-throughput computation
Zesheng Zhang et al.
CARBON (2019)
Machine Learning Enabled Prediction of Mechanical Properties of Tungsten Disulfide Monolayer
Xinyu Wang et al.
ACS OMEGA (2019)
Phonon thermal conduction in a graphene-C3N heterobilayer using molecular dynamics simulations
Dan Han et al.
NANOTECHNOLOGY (2019)
Organic semiconductor crystals
Chengliang Wang et al.
CHEMICAL SOCIETY REVIEWS (2018)
Ladder-Type Heteroarene-Based Organic Semiconductors
Jianhua Chen et al.
CHEMISTRY-AN ASIAN JOURNAL (2018)
Pentacene as a hole transport material for high performance planar perovskite solar cells
Xiude Yang et al.
CURRENT APPLIED PHYSICS (2018)
Predicting the effective thermal conductivities of composite materials and porous media by machine learning methods
Han Wei et al.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2018)
Molecular dynamics simulation of the interfacial thermal resistance between phosphorene and silicon substrate
Jingchao Zhang et al.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2017)
Phonon Thermal Properties of Transition-Metal Dichalcogenides MoS2 and MoSe2 Heterostructure
Jingchao Zhang et al.
JOURNAL OF PHYSICAL CHEMISTRY C (2017)
Molecular dynamics study of thermal transport in a dinaphtho[2,3-b:2′,3′-f]thieno[3,2-b]thiophene (DNTT) organic semiconductor
Xinyu Wang et al.
NANOSCALE (2017)
Machine learning phases of matter
Juan Carrasquilla et al.
NATURE PHYSICS (2017)
Investigation of interfacial thermal transport across graphene and an organic semiconductor using molecular dynamics simulations
Xinyu Wang et al.
PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2017)
Lateral and flexural phonon thermal transport in graphene and stanene bilayers
Yang Hong et al.
PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2017)
Rosin-enabled ultraclean and damage-free transfer of graphene for large-area flexible organic light-emitting diodes
Zhikun Zhang et al.
NATURE COMMUNICATIONS (2017)
A Review on Lattice Defects in Graphene: Types, Generation, Effects and Regulation
Wenchao Tian et al.
MICROMACHINES (2017)
Prediction of thermal boundary resistance by the machine learning method
Tianzhuo Zhan et al.
SCIENTIFIC REPORTS (2017)
Materials discovery and design using machine learning
Yue Liu et al.
JOURNAL OF MATERIOMICS (2017)
Amorphized graphene: A stiff material with low thermal conductivity
Bohayra Mortazavi et al.
CARBON (2016)
Interlayer thermal conductance within a phosphorene and graphene bilayer
Yang Hong et al.
NANOSCALE (2016)
Machine-learning-assisted materials discovery using failed experiments
Paul Raccuglia et al.
NATURE (2016)
Reproducibility in density functional theory calculations of solids
Kurt Lejaeghere et al.
SCIENCE (2016)
A general-purpose machine learning framework for predicting properties of inorganic materials
Logan Ward et al.
NPJ COMPUTATIONAL MATERIALS (2016)
Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification
Shitong Wang et al.
APPLIED SOFT COMPUTING (2015)
Will it crystallise? Predicting crystallinity of molecular materials
Jerome G. P. Wicker et al.
CRYSTENGCOMM (2015)
Thermal transport across graphene and single layer hexagonal boron nitride
Jingchao Zhang et al.
JOURNAL OF APPLIED PHYSICS (2015)
Flexible, highly efficient all-polymer solar cells
Taesu Kim et al.
NATURE COMMUNICATIONS (2015)
Thermal transport in a graphene-MoS2 bilayer heterostructure: a molecular dynamics study
Bo Liu et al.
RSC ADVANCES (2015)
Interfacial Thermal Conductance of a Silicene/Graphene Bilayer Heterostructure and the Effect of Hydrogenation
Bo Liu et al.
ACS APPLIED MATERIALS & INTERFACES (2014)
Duality of the interfacial thermal conductance in graphene-based nanocomposites
Ying Liu et al.
CARBON (2014)
Imide- and Amide-Functionalized Polymer Semiconductors
Xugang Guo et al.
CHEMICAL REVIEWS (2014)
How to represent crystal structures for machine learning: Towards fast prediction of electronic properties
K. T. Schuett et al.
PHYSICAL REVIEW B (2014)
Thin-film barristor: A gate-tunable vertical graphene-pentacene device
C. Ojeda-Aristizabal et al.
PHYSICAL REVIEW B (2013)
Phonon energy inversion in graphene during transient thermal transport
Jingchao Zhang et al.
PHYSICS LETTERS A (2013)
Co-existing heat currents in opposite directions in graphene nanoribbons
Jingchao Zhang et al.
PHYSICS LETTERS A (2013)
Enhancement of Thermal Energy Transport Across Graphene/Graphite and Polymer Interfaces: A Molecular Dynamics Study
Tengfei Luo et al.
ADVANCED FUNCTIONAL MATERIALS (2012)
Defects and impurities in graphene- like materials
Paulo T. Araujo et al.
MATERIALS TODAY (2012)
Modeling thermoelectric transport in organic materials
Dong Wang et al.
PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2012)
Structural Defects in Graphene
Florian Banhart et al.
ACS NANO (2011)
Anisotropic Thermal Transport in Organic Molecular Crystals from Nonequilibrium Molecular Dynamics Simulations
Dong Wang et al.
JOURNAL OF PHYSICAL CHEMISTRY C (2011)
Surface-Directed Molecular Assembly of Pentacene on Monolayer Graphene for High-Performance Organic Transistors
Wi Hyoung Lee et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2011)
Thermal transport in graphene and effects of vacancy defects
Hengji Zhang et al.
PHYSICAL REVIEW B (2011)
Molecular dynamics simulations of pentacene thin films: The effect of surface on polymorph selection
Makoto Yoneya et al.
JOURNAL OF MATERIALS CHEMISTRY (2010)
Missing Atom as a Source of Carbon Magnetism
M. M. Ugeda et al.
PHYSICAL REVIEW LETTERS (2010)
Gaussian Approximation Potentials: The Accuracy of Quantum Mechanics, without the Electrons
Albert P. Bartok et al.
PHYSICAL REVIEW LETTERS (2010)
Relative Contributions of Inelastic and Elastic Diffuse Phonon Scattering to Thermal Boundary Conductance Across Solid Interfaces
Patrick E. Hopkins et al.
JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME (2009)
First-principles analysis of lattice thermal conductivity in monolayer and bilayer graphene
B. D. Kong et al.
PHYSICAL REVIEW B (2009)
Influence of inelastic scattering at metal-dielectric interfaces
Patrick E. Hopkins et al.
JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME (2008)
Superior thermal conductivity of single-layer graphene
Alexander A. Balandin et al.
NANO LETTERS (2008)
Engineering of nanostructured carbon materials with electron or ion beams
A. V. Krasheninnikov et al.
NATURE MATERIALS (2007)
Determination of the crystal structure of substrate-induced pentacene polymorphs in fiber structured thin films
Stefan Schiefer et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2007)
Biometrics from brain electrical activity: A machine learning approach
Ramaswamy Palaniappan et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2007)
Interface-controlled, high-mobility organic transistors
Oana D. Jurchescu et al.
ADVANCED MATERIALS (2007)
Interfacial thermal resistance between carbon nanotubes: Molecular dynamics simulations and analytical thermal modeling
Hongliang Zhong et al.
PHYSICAL REVIEW B (2006)
Thermal transport properties of thin films of small molecule organic semiconductors
N Kim et al.
APPLIED PHYSICS LETTERS (2005)
Efficient thin-film organic solar cells based on pentacene/C60 heterojunctions
S Yoo et al.
APPLIED PHYSICS LETTERS (2004)
A second-generation reactive empirical bond order (REBO) potential energy expression for hydrocarbons
DW Brenner et al.
JOURNAL OF PHYSICS-CONDENSED MATTER (2002)
Machine learning for medical diagnosis: history, state of the art and perspective
I Kononenko
ARTIFICIAL INTELLIGENCE IN MEDICINE (2001)
Improving the performance of doped π-conjugated polymers for use in organic light-emitting diodes
M Gross et al.
NATURE (2000)
Share Paper
