Practicum on Supervised Learning in Function Spaces
☆35Feb 17, 2022Updated 4 years ago
Alternatives and similar repositories for TRIPODS_Winter_School_2022
Users that are interested in TRIPODS_Winter_School_2022 are comparing it to the libraries listed below
Sorting:
- ☆15Mar 19, 2024Updated last year
- ☆15Nov 20, 2023Updated 2 years ago
- ☆19Apr 5, 2024Updated last year
- ☆54Oct 9, 2022Updated 3 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Jul 17, 2025Updated 7 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆20Jun 20, 2024Updated last year
- ☆44Dec 7, 2022Updated 3 years ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆40Jul 17, 2025Updated 7 months ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆14Dec 24, 2025Updated 2 months ago
- ☆11Jan 7, 2025Updated last year
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 5 years ago
- ☆12May 3, 2023Updated 2 years ago
- ☆10Mar 31, 2021Updated 4 years ago
- DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia☆31Feb 18, 2026Updated last week
- Reduced-Order Modeling of Fluid Flows with Transformers☆25May 30, 2023Updated 2 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆30Dec 4, 2024Updated last year
- CTF workshop deep learning tutorial and hackathon☆13Feb 16, 2023Updated 3 years ago
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆12Apr 11, 2024Updated last year
- [TMLR] CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆70Feb 12, 2026Updated 2 weeks ago
- Solving various PDEs by employing Siren, with JAX implementation.☆11Apr 13, 2025Updated 10 months ago
- ☆386Dec 3, 2022Updated 3 years ago
- ☆24Mar 3, 2023Updated 2 years ago
- Code for the paper "Rational neural networks", NeurIPS 2020☆29Feb 15, 2021Updated 5 years ago
- ☆30Oct 6, 2022Updated 3 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆34Dec 4, 2023Updated 2 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆39Nov 2, 2024Updated last year
- ☆13Dec 10, 2024Updated last year
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆15Jul 30, 2024Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Jun 10, 2024Updated last year
- ☆55Jun 16, 2022Updated 3 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Apr 10, 2021Updated 4 years ago
- Code accompanying our paper "Finding trainable sparse networks through Neural Tangent Transfer" to be published at ICML-2020.☆13Jun 14, 2020Updated 5 years ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆14Aug 24, 2024Updated last year
- ☆13Apr 5, 2024Updated last year
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆13Apr 9, 2024Updated last year
- Applications of PINOs☆146Oct 10, 2022Updated 3 years ago
- ☆35Jan 5, 2024Updated 2 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆38Jun 21, 2023Updated 2 years ago
- ☆17Aug 13, 2024Updated last year