Inverse-designed spinodoid metamaterials

• Feedforward neural network-assisted parameter identification and tuning for uniaxial superelastic shape memory alloy models under dynamic loads

  2024 Journal of Vibration and Control article Materials Science Shape Memory Alloy Transformations Open access

  5

  citations
• Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials

  2023 Advanced Materials article Engineering Cellular and Composite Structures Open access

  97

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

  2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

  216

  citations
• Strain-stabilized Al-containing high-entropy sublattice nitrides

  2021 Acta Materialia article Engineering High Entropy Alloys Studies Open access cited by 1 patent

  66

  citations
• Material modeling for parametric, anisotropic finite strain hyperelasticity based on machine learning with application in optimization of metamaterials

  2021 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

  60

  citations

6 results