W3099057226

• 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
• Effects of variational formulations on physics‐informed neural network performance in solid mechanics

  2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

  8

  citations
• Recent advances in metasurface design and quantum optics applications with machine learning, physics-informed neural networks, and topology optimization methods

  2023 Light Science & Applications article Materials Science Metamaterials and Metasurfaces Applications Open access cited by 1 patent

  270

  citations
• Theory-training deep neural networks for an alloy solidification benchmark problem

  2020 Computational Materials Science article Physics and Astronomy Model Reduction and Neural Networks

  39

  citations

4 results