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Invited Paper: Solving Fine-Grained Static 3DIC Thermal with ML Thermal Solver Enhanced with Decay Curve Characterization., , , , , , and . ICCAD, page 1-7. IEEE, (2023)NLP Inspired Training Mechanics For Modeling Transient Dynamics., , and . CoRR, (2022)DiscretizationNet: A Machine-Learning based solver for Navier-Stokes Equations using Finite Volume Discretization., , and . CoRR, (2020)One-shot learning for solution operators of partial differential equations., , , , and . CoRR, (2021)Physics-consistent deep learning for structural topology optimization., , , , , , and . CoRR, (2020)Generalized Joint Probability Density Function Formulation inTurbulent Combustion using DeepONet., , and . CoRR, (2021)Geometry encoding for numerical simulations., , , , , and . CoRR, (2021)A composable autoencoder-based iterative algorithm for accelerating numerical simulations., , , , , and . CoRR, (2021)Sampling-based Distributed Training with Message Passing Neural Network., , , and . CoRR, (2024)A Hybrid Iterative Numerical Transferable Solver (HINTS) for PDEs Based on Deep Operator Network and Relaxation Methods., , , , , and . CoRR, (2022)