Ahmad Moeineddin

A mixed formulation for physics-informed neural networks as a potential\n solver for engineering problems in heterogeneous domains: comparison with\n finite element method

Shahed Rezaei, Ali Harandi, Ahmad Moeineddin et al. · arXiv (Cornell University) · 2022 · 161 citations · Full text

Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains

Ali M. Harandi, Ahmad Moeineddin, Michael Kaliske et al. · International Journal for Numerical Methods in Engineering · 2023 · 67 citations · Full text

Numerical Analysis, Engineering, Machine Learning +16

Learning solutions of thermodynamics-based nonlinear constitutive material models using physics-informed neural networks

Shahed Rezaei, Ahmad Moeineddin, Ali M. Harandi · Computational Mechanics · 2024 · 39 citations

Engineering, Machine Learning, Physic Aware Machine Learning +10

Physics-informed neural networks applied to catastrophic creeping landslides

Ahmad Moeineddin, Carolina Seguí, Stephan Dueber et al. · Landslides · 2023 · 16 citations · Full text

A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: Comparison with finite element method

Shahed Rezaei, Ali M. Harandi, Ahmad Moeineddin et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 12 citations · Full text

Numerical Analysis, Finite Element Method, Engineering +11