A machine-learning-based investigation on the mechanical/failure response and thermal conductivity of semiconducting BC2N monolayers

Carbon ◽  
2021 ◽  
Author(s):  
Bohayra Mortazavi ◽  
Ivan S. Novikov ◽  
Alexander V. Shapeev
Keyword(s):  
Machine Learning ◽  
Thermal Conductivity ◽  
Mechanical Failure

Accessing thermal conductivity of complex compounds by machine learning interatomic potentials

2019 ◽  
Vol 100 (14) ◽  
Author(s):  
Pavel Korotaev ◽  
Ivan Novoselov ◽  
Aleksey Yanilkin ◽  
Alexander Shapeev
Keyword(s):  
Machine Learning ◽  
Thermal Conductivity ◽  
Complex Compounds ◽  
Interatomic Potentials

scholarly journals Efficient machine-learning based interatomic potentialsfor exploring thermal conductivity in two-dimensional materials

2020 ◽  
Vol 3 (2) ◽  
pp. 02LT02 ◽  
Author(s):  
Bohayra Mortazavi ◽  
Evgeny V Podryabinkin ◽  
Ivan S Novikov ◽  
Stephan Roche ◽  
Timon Rabczuk ◽  
...  
Keyword(s):  
Machine Learning ◽  
Thermal Conductivity ◽  
Two Dimensional ◽  
Two Dimensional Materials ◽  
Efficient Machine
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