W4401242449

• Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning

  2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access

  7

  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
• A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations

  2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  27

  citations
• Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space

  2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

  5

  citations

4 results