stfc-sciml / sciml-bench
SciML Benchmarking Suite for AI for Science
☆38Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for sciml-bench
- SC23 Deep Learning at Scale Tutorial Material☆37Updated 2 months ago
- Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.☆57Updated 2 years ago
- Distributed PyTorch implementation of multi-headed graph convolutional neural networks☆68Updated last week
- ☆52Updated last year
- ☆68Updated last week
- ALCF Computational Performance Workshop☆34Updated 2 years ago
- Distance-based Analysis of DAta-manifolds in python☆108Updated this week
- Fully and Partially Bayesian Neural Nets☆24Updated this week
- Implementation of Forward Laplacian algorithm in JAX☆55Updated 2 weeks ago
- AI Training Series Material☆26Updated last month
- A Python toolkit for coordinating asynchronous and dynamic ensembles of calculations.☆64Updated this week
- A JAX library for Density Functional Theory.☆42Updated 6 months ago
- Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used…☆152Updated this week
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆90Updated last year
- ☆34Updated 9 months ago
- Library for steering campaigns of simulations on supercomputers☆48Updated 2 months ago
- Material for the SC21 Deep Learning at Scale Tutorial☆25Updated last year
- Tutorial notebooks for SciFM24☆11Updated 7 months ago
- ☆48Updated 2 years ago
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆94Updated 2 months ago
- Datasets and code for results presented in the ProbConserv paper☆51Updated 5 months ago
- TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch☆76Updated 5 months ago
- Bayesian algorithm execution (BAX)☆48Updated 3 years ago
- ☆21Updated 4 years ago
- Differentiable scientific computing library☆141Updated 3 months ago
- Learning Green's functions of partial differential equations with deep learning.☆63Updated 10 months ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆57Updated 3 years ago
- ☆37Updated 3 months ago
- Code for the paper Universal Physics Transformers☆76Updated last month