PredictiveIntelligenceLab / LOCA
☆13Updated last year
Alternatives and similar repositories for LOCA:
Users that are interested in LOCA are comparing it to the libraries listed below
- ☆15Updated 7 months ago
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- ☆39Updated 2 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 6 months ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆15Updated 4 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆15Updated last year
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆15Updated last year
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆24Updated 4 months ago
- ☆14Updated 3 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- DeepONet extrapolation☆26Updated last year
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆22Updated last week
- ☆10Updated last year
- 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
- ☆11Updated this week
- ☆12Updated 3 years ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆20Updated 7 months ago
- ☆26Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆37Updated 3 weeks ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 9 months ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆10Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆10Updated 3 years ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆24Updated 2 years ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 10 months ago
- A sequential DeepONet model implementation that uses a recurrent neural network (GRU and LSTM) in the branch and a feed-forward neural ne…☆12Updated 10 months ago