amazon-science / boon
Datasets and code for results presented in the BOON paper
☆41Updated last year
Related projects ⓘ
Alternatives and complementary repositories for boon
- Datasets and code for results presented in the ProbConserv paper☆51Updated 5 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆60Updated 7 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆104Updated this week
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆71Updated last month
- Applications of PINOs☆109Updated 2 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆112Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆26Updated 5 months ago
- Spectral Neural Operator☆73Updated 11 months ago
- Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems☆56Updated last year
- ☆34Updated last year
- ☆85Updated 3 years ago
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆126Updated 6 months ago
- Distributed Fourier Neural Operators☆28Updated 2 years ago
- ☆44Updated last year
- Basic implementation of physics-informed neural networks for solving differential equations☆73Updated last year
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆95Updated 3 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆37Updated last year
- ☆32Updated this week
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆134Updated last month
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆141Updated last year
- Code for the paper Universal Physics Transformers☆78Updated last month
- An unofficial implementation of the Fourier Neural Operator in Flax☆16Updated 5 months ago
- ☆46Updated last year
- ☆19Updated 4 months ago
- ☆30Updated 4 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆20Updated last week
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆116Updated 5 years ago
- Bootcamp notebooks☆50Updated 6 months ago
- DeepONet extrapolation☆24Updated last year