Mathmode
Group on Applied Mathematical Modeling, Statistics, and Optimization
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- PINNS-and-DFR-examples Public
PINNs & Deef Fourier Residal Benchmark (Keras Core) - JAX & TensorFlow. Benchmarking for efficient PDE solving with NN
Mathmode/PINNS-and-DFR-examples’s past year of commit activity - Optimizing-VPINNs-Using-LS Public
Pieces of code for the experiments described in the manuscript "Optimizing Variational Physics-Informed Neural Networks Using Least Squares", available at https://arxiv.org/pdf/2407.20417.
Mathmode/Optimizing-VPINNs-Using-LS’s past year of commit activity - LS-Net4ParametricPDEs Public
Pieces of code for the experiments described in the manuscript "A Least-Squares-Based Neural Network (LS-Net) for Solving Linear Parametric PDEs", available at https://arxiv.org/pdf/2410.15089.
Mathmode/LS-Net4ParametricPDEs’s past year of commit activity - hydra-examples Public
Educational examples on how to use the Hydra Framework to configure and run computational experiments
Mathmode/hydra-examples’s past year of commit activity - jax-crash-course Public
Mathmode/jax-crash-course’s past year of commit activity - spline-integration-IGA Public
Mathmode/spline-integration-IGA’s past year of commit activity
