Papers matching “machine learning framework” 47
Not finding it? Sign in to also search OpenAlex live.
-
Machine learning-accelerated CALPHAD analysis of impurity-driven intermetallic formation in secondary AlSi7Mg0.32026 npj Materials Sustainability article Materials Science Machine Learning in Materials Science Open access
Lukas C. Jarren, Alexandre Viardin, Eugen Gazenbiller, Markus Apel, Janin Eiken, Qiqi Li, +2 more
2citations -
A symmetry-preserving and transferable representation for learning the Kohn-Sham density matrix2025 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Liwei Zhang, Patrizia Mazzeo, Michele Nottoli, Edoardo Cignoni, Lorenzo Cupellini, Benjamin Stamm
1citations -
Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models2026 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian Johannes Cyron, Kevin Linka
0citations -
Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models2026 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian Johannes Cyron, Kevin Linka
0citations -
Inelastic Constitutive Kolmogorov–Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models2026 International Journal of Engineering Science article Materials Science Machine Learning in Materials Science Open access
Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian Johannes Cyron, Kevin Linka
0citations -
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more
7citations -
Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models2026 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access
Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian Johannes Cyron, Kevin Linka
1citations