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Papers matching “data-driven computational mechanics” 5

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Efficient evaluation of mechanical properties for two-phase materials using a direct data-driven approach
2025 Materials & Design article Materials Science Machine Learning in Materials Science Open access

Mayu Muramatsu, Stefanie Reese, Erik Prume

0

citations
Efficient Evaluation of Mechanical Properties for Two-Phase Materials Using a Direct Data-Driven Approach
2025 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access

Misato Suzuki, Mayu Muramatsu, Stefanie Reese, Erik Prume

0

citations
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning
2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents

Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron

341

citations
Embedding an ANN-Based Crystal Plasticity Model into the Finite Element Framework using an ABAQUS User-Material Subroutine
2024 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access

Yousef Heider, Bernd A. Markert

0

citations
Women in Emerging Organic and Hybrid Electronic Materials and Interfaces
2025 Advanced Electronic Materials editorial Materials Science Conducting polymers and applications Open access

Francesca Santoro, Thuc‐Quyen Nguyen, Luisa Petti

0

citations

5 results