Papers matching “predictability of evolution” 16
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Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Coupled chemical–mechanical damage modeling of hydrogen-induced material degradation2024 Engineering Fracture Mechanics article Materials Science Hydrogen embrittlement and corrosion behaviors in metals Open access
Berk Tekkaya, Jiaojiao Wu, Michael Dölz, Junhe Lian, Sebastian Münstermann
15citations -
A rate-dependent damage mechanics model for predicting plasticity and ductile fracture behavior of sheet metals at high strain rates2024 Engineering Fracture Mechanics article Materials Science High-Velocity Impact and Material Behavior Open access
Chongyang Zeng, Xiangfan Fang, Niloufar Habibi, Sebastian Münstermann, Junhe Lian
21citations -
A first-principles and machine learning combined method to investigate the interfacial friction between corrugated graphene2021 Modelling and Simulation in Materials Science and Engineering article Materials Science Machine Learning in Materials Science
Zugang Liu, Xinpeng Zhao, Heyuan Wang, Yuan Ma, Lei Gao, Haiyou Huang, +3 more
9citations
16 results