Physics Informed Neural Networks
☆20Sep 2, 2020Updated 5 years ago
Alternatives and similar repositories for PINNs
Users that are interested in PINNs are comparing it to the libraries listed below
Sorting:
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- Implementation of physics informed neural networks with PyTorch☆20Jan 5, 2021Updated 5 years ago
- Code for the paper "Rational neural networks", NeurIPS 2020☆29Feb 15, 2021Updated 5 years ago
- Deep learning library for solving differential equations on top of PyTorch.☆62Jul 30, 2020Updated 5 years ago
- Investigating PINNs☆730Aug 13, 2021Updated 4 years ago
- Code for reproducing the paper "Neural Networks Fail to Learn Periodic Functions and How to Fix It" as part of the ML Reproducibility Cha…☆11Apr 16, 2021Updated 4 years ago
- The public repository about our joint FINN research project☆38Oct 28, 2022Updated 3 years ago
- Basic deep learning models in PyTorch.☆10May 18, 2020Updated 5 years ago
- Research tools☆11Mar 23, 2019Updated 6 years ago
- ☆41Jul 6, 2023Updated 2 years ago
- ☆14Mar 3, 2022Updated 4 years ago
- Source code and datasets for Circuit Design Completion using GNNs paper☆10Jan 26, 2023Updated 3 years ago
- Refining continuous-in-depth neural networks☆42Nov 14, 2021Updated 4 years ago
- Conjunto de plantillas en LaTeX para las diversas situaciones que se me han presentado durante mi vida académica en la UNAM☆11Mar 14, 2025Updated 11 months ago
- Publication of Python code used to train ModalPINN☆11May 5, 2022Updated 3 years ago
- MIONet: Learning multiple-input operators via tensor product☆44Nov 13, 2022Updated 3 years ago
- ☆98Feb 5, 2025Updated last year
- ☆10Oct 27, 2020Updated 5 years ago
- ☆10Aug 22, 2023Updated 2 years ago
- Types and constructors for spatially referenced graphs.☆12Apr 11, 2023Updated 2 years ago
- Code for the blog post☆12Jan 15, 2021Updated 5 years ago
- On Robustness of Neural Ordinary Differential Equations☆11Oct 12, 2021Updated 4 years ago
- Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids.☆11Oct 31, 2021Updated 4 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆266Nov 30, 2023Updated 2 years ago
- DiffNet: A FEM based neural PDE solver package☆12Apr 9, 2024Updated last year
- ☆12May 3, 2023Updated 2 years ago
- 【TNNLS 2021】DONet: Dual-Octave Network for Fast MR Image Reconstruction☆11Jun 4, 2021Updated 4 years ago
- Learning Generalized Physical Representation from a Few Examples☆18Feb 9, 2026Updated 3 weeks ago
- LaTeX Template of Thesis for National Chiao Tung University (NCTU)☆11Aug 15, 2019Updated 6 years ago
- ☆10Apr 13, 2024Updated last year
- ☆15Dec 31, 2023Updated 2 years ago
- ☆11Jun 24, 2015Updated 10 years ago
- Code repository for the paper "Learning partial differential equations for biological transport models from noisy spatiotemporal data"☆10Jul 3, 2019Updated 6 years ago
- Layered distributions using FLAX/JAX☆10Dec 13, 2020Updated 5 years ago
- ☆10May 27, 2024Updated last year
- 数据集的创建☆11Apr 3, 2024Updated last year
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- ☆10Mar 14, 2021Updated 4 years ago
- 2-D inviscid flow and adjoint solver☆15Mar 8, 2014Updated 11 years ago