amazon-science / probconservLinks
Datasets and code for results presented in the ProbConserv paper
☆56Updated last year
Alternatives and similar repositories for probconserv
Users that are interested in probconserv are comparing it to the libraries listed below
Sorting:
- Datasets and code for results presented in the BOON paper☆45Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Updated last year
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆117Updated 3 years ago
- Spectral Neural Operator☆78Updated 2 years ago
- ☆29Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆92Updated last month
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆167Updated 8 months ago
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆185Updated last year
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- JAX-DIPS is a differentiable interfacial PDE solver.☆47Updated last year
- Solving Inverse Physics Problems with Score Matching☆31Updated 2 years ago
- ☆55Updated 2 years ago
- Distributed Fourier Neural Operators☆31Updated 3 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆71Updated this week
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 2 months ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- ☆10Updated 2 years ago
- ☆28Updated 4 years ago
- ☆118Updated 6 years ago
- Example problems in Physics informed neural network in JAX☆82Updated 2 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated 2 months ago
- ☆45Updated 3 years ago
- ☆280Updated last year
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆94Updated this week
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆71Updated 6 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆56Updated 2 years ago
- Code for the paper Universal Physics Transformers☆147Updated 6 months ago