amazon-science / boon
Datasets and code for results presented in the BOON paper
☆43Updated 2 years ago
Alternatives and similar repositories for boon:
Users that are interested in boon are comparing it to the libraries listed below
- Datasets and code for results presented in the ProbConserv paper☆53Updated 10 months 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
- A library for dimensionality reduction on spatial-temporal PDE☆65Updated last year
- Distributed Fourier Neural Operators☆29Updated 2 years ago
- Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems☆58Updated last year
- Applications of PINOs☆123Updated 2 years ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆59Updated last month
- ☆35Updated 3 years ago
- ☆26Updated 9 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆138Updated 3 weeks ago
- ☆38Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆44Updated last year
- Spectral Neural Operator☆78Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆83Updated 4 months ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Bootcamp notebooks☆53Updated 11 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆168Updated 6 months ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Pseudospectral Kolmogorov Flow Solver☆38Updated last year
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆114Updated 3 years ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆27Updated last month
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆29Updated last month
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆37Updated 2 years ago
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆161Updated 4 months ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 11 months ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 11 months ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- Graph-based operator learning in arbitrary geometries☆23Updated last month
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆86Updated last week