amazon-science / probconserv
Datasets and code for results presented in the ProbConserv paper
☆53Updated 10 months ago
Alternatives and similar repositories for probconserv:
Users that are interested in probconserv are comparing it to the libraries listed below
- Datasets and code for results presented in the BOON paper☆43Updated 2 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆69Updated 5 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 11 months ago
- Applications of PINOs☆123Updated 2 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆139Updated 3 weeks ago
- ☆26Updated 10 months ago
- ☆32Updated last month
- TorchFSM: Fourier Spectral Method with PyTorch☆33Updated this week
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆84Updated 4 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆44Updated last year
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆59Updated last month
- Code for the paper Universal Physics Transformers☆111Updated 2 months ago
- Spectral Neural Operator☆78Updated last year
- ☆10Updated last year
- Pseudospectral Kolmogorov Flow Solver☆39Updated last year
- Efficient Differentiable n-d PDE solvers in JAX.☆28Updated 6 months ago
- ☆52Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Distributed Fourier Neural Operators☆29Updated 2 years ago
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆162Updated 5 months ago
- Example problems in Physics informed neural network in JAX☆80Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated 10 months ago
- Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems☆58Updated last year
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆41Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆86Updated this week
- ☆43Updated 7 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 11 months ago
- The public repository about our joint FINN research project☆36Updated 2 years ago