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A novel numerical strategy for modeling the moving boundary value problem of electrochemical machining2022 International Journal for Numerical Methods in Engineering article Engineering Advanced Machining and Optimization Techniques Open access
Tim van der Velden, Stephan Ritzert, Stefanie Reese, Johanna Waimann
15citations -
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: Comparison with finite element method2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Ahmad Moeineddin, Bai‐Xiang Xu, Stefanie Reese
12citations -
An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials2023 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Mohammad Sarkari Khorrami, Jaber Rezaei Mianroodi, Nima Hamidi Siboni, Pawan Goyal, Bob Svendsen, Peter Benner, +1 more
97citations -
Switching Interacting Particle Systems: Scaling Limits, Uphill Diffusion and Boundary Layer2022 Journal of Statistical Physics article Mathematics Stochastic processes and statistical mechanics Open access
Simone Floreani, Cristian Giardinà, Frank den Hollander, Shubhamoy Nandan, Frank Redig
15citations -
An approach to encode divergence-free stress fields in neural approximations based on stress potentials2026 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Mohammad Sarkari Khorrami, Pawan Goyal, Soroush Motahari, David Oexle, Jaber Rezaei Mianroodi, Bob Svendsen, +2 more
0citations