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 4 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆59Updated 7 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆100Updated last month
- Applications of PINOs☆109Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆36Updated last year
- Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems☆56Updated 11 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆128Updated 3 weeks ago
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆122Updated 6 months 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
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆69Updated 3 weeks ago
- Spectral Neural Operator☆71Updated 10 months ago
- Bootcamp notebooks☆50Updated 5 months ago
- Distributed Fourier Neural Operators☆28Updated 2 years ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆33Updated 3 years ago
- ☆36Updated last month
- Example problems in Physics informed neural network in JAX☆72Updated last year
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆94Updated 2 months ago
- DeepONet extrapolation☆24Updated last year
- ☆33Updated last year
- ☆84Updated 3 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆16Updated 5 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆52Updated this week
- ☆114Updated 2 years ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆73Updated this week
- ☆58Updated 2 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆16Updated 5 months ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 6 months ago
- Characterizing possible failure modes in physics-informed neural networks.☆119Updated 2 years ago
- Practicum on Supervised Learning in Function Spaces☆32Updated 2 years ago