jaeminoh / Siren_PINNsLinks
Solving various PDEs by employing Siren, with JAX implementation.
☆11Updated 8 months ago
Alternatives and similar repositories for Siren_PINNs
Users that are interested in Siren_PINNs are comparing it to the libraries listed below
Sorting:
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆15Updated 2 years ago
- Introductory workshop on using deep neural networks for symbolic regression☆13Updated 7 months ago
- Physics Constrained Neural Networks☆13Updated 2 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆37Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆90Updated last month
- Convolutional Differential Operators for Physics-based Deep Learning Study☆25Updated last year
- ☆40Updated last week
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated 2 years ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆19Updated last year
- ☆18Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated last month
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- ☆17Updated 11 months ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆47Updated 4 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Updated last year
- ☆24Updated 2 years ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆86Updated 2 years ago
- ☆15Updated 2 years ago
- ☆44Updated 3 years ago
- ☆39Updated 2 years ago
- Spectral Neural Operator☆78Updated last year
- ☆16Updated 4 years ago
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆19Updated 7 months ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago
- ☆13Updated 4 years ago