16 results found Sort:

781
2.9k
lgpl-2.1
57
A library for scientific machine learning and physics-informed learning
Created 2019-02-08
1,226 commits to master branch, last one about a month ago
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
Created 2018-12-26
1,947 commits to master branch, last one 7 days ago
246
286
other
16
Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem
Created 2016-11-01
2,436 commits to master branch, last one 2 days ago
41
205
unknown
11
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
Created 2020-09-14
41 commits to master branch, last one 3 years ago
physics-informed neural network for elastodynamics problem
Created 2020-04-16
29 commits to master branch, last one 3 years ago
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
Created 2020-10-03
309 commits to main branch, last one 2 years ago
Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)
Created 2019-12-05
272 commits to master branch, last one 3 months ago
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
Created 2022-05-13
105 commits to main branch, last one about a year ago
5
66
bsd-3-clause
7
[IROS 2024] [ICML 2024 Workshop Differentiable Almost Everything] MonoForce: Learnable Image-conditioned Physics Engine
Created 2023-09-14
710 commits to master branch, last one 15 hours ago
40
55
mit
11
The SciML Scientific Machine Learning Software Organization Website
Created 2016-11-26
889 commits to master branch, last one 5 days ago
A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software
Created 2022-11-10
45 commits to main branch, last one about a year ago
1
42
unknown
1
NVFi in PyTorch (NeurIPS 2023)
Created 2023-12-11
3 commits to main branch, last one about a year ago
Physics-informed deep super-resolution of spatiotemporal data
Created 2021-10-01
22 commits to main branch, last one about a year ago
Sunwoda Electronic Co., Ltd, and Tsinghua Berkeley Shenzhen Institute (TBSI) generate the TBSI Sunwoda Battery Dataset. We open-source this dataset to inspire more data-driven novel material verificat...
Created 2024-02-27
51 commits to main branch, last one about a month ago