PredictiveIntelligenceLab / LOCALinks
☆15Updated 2 years ago
Alternatives and similar repositories for LOCA
Users that are interested in LOCA are comparing it to the libraries listed below
Sorting:
- ☆16Updated last year
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Updated last year
- The public repository about our joint FINN research project☆37Updated 3 years ago
- ☆18Updated last year
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆15Updated 2 years ago
- ☆45Updated 3 years ago
- ☆11Updated 11 months ago
- ☆10Updated 2 years ago
- ☆15Updated 4 years ago
- ☆25Updated 6 months ago
- ☆21Updated 3 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆38Updated 2 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 3 years ago
- ☆10Updated 2 years ago
- GINOT is a deep learning model that combines transformers with neural operators for accurate forward predictions on arbitrary 2D and 3D g…☆22Updated last month
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆12Updated last year
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆11Updated 3 months ago
- ☆29Updated 3 years ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆19Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 7 years ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Updated 2 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆15Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 9 months ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆37Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆36Updated last year
- Distributed Fourier Neural Operators☆31Updated 3 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Updated 6 months ago