Interpretable machine learning for uncertain, microstructure-dependent constitutive models Birky, Donovan K.; Strauss, Nolan; Hochhalter, Jacob D.; Emery, John M.; Alleman, Coleman A.; Buche, Michael R. Abstract not provided. More Details TYPE Conference Presenation YEAR 2023 DOIOSTI
Physics-informed Machine Learning for Development of Interpretable, Improved Material Damage Models Birky, Donovan K.; Garbrecht, Karl; Randall, David; Emery, John M.; Alleman, Coleman A.; Lester, Brian T.; Hochhalter, Jacob Abstract not provided. More Details TYPE Conference Presenation YEAR 2022 DOIOSTI
Physics-Informed Machine Learning for the Development of Microstructure-Sensitive Deformation and Damage Models in Engineering Applications Zamora, Jacob; Birky, Donovan K.; Emery, John M.; Alleman, Coleman A.; Lester, Brian T.; Hochhalter, Jacob Abstract not provided. More Details TYPE Conference Presenation YEAR 2021 DOIOSTI
Improved Plasticity and Damage Models By Symbolic Regression of Microscale Finite Element Simulations Birky, Donovan K.; Zamora, Jacob; Emery, John M.; Alleman, Coleman A.; Lester, Brian T.; Bomarito, Geoffrey; Hochhalter, Jacob Abstract not provided. More Details TYPE Conference Presenation YEAR 2021 DOIOSTI