W2997814214

• Transfer-learned Kolosov–Muskhelishvili informed neural networks for fracture mechanics

  2026 Theoretical and Applied Fracture Mechanics article Engineering Numerical methods in engineering Open access

  4

  citations
• SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures

  2025 Journal of the Mechanics and Physics of Solids article Physics and Astronomy Model Reduction and Neural Networks Open access

  18

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

  2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  98

  citations
• 3D multi-physics uncertainty quantification using physics-based machine learning

  2022 Scientific Reports article Physics and Astronomy Model Reduction and Neural Networks Open access

  30

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

  2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  12

  citations

5 results