roxie62 / neural_operators_for_chaosLinks
☆12Updated 10 months ago
Alternatives and similar repositories for neural_operators_for_chaos
Users that are interested in neural_operators_for_chaos are comparing it to the libraries listed below
Sorting:
- Reduced order modeling with shallow recurrent decoder networks☆18Updated this week
- ☆13Updated 3 years ago
- Neural Galerkin☆16Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 10 months ago
- ☆45Updated 3 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- ☆25Updated 7 months ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Updated 4 years ago
- Differential equation neural operator☆22Updated 2 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Updated last year
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- ☆41Updated 4 months ago
- ☆21Updated 3 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- ☆14Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆28Updated 7 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 8 months ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆49Updated 10 months ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆38Updated last year
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆36Updated 4 years ago
- ☆50Updated 2 years ago
- ☆15Updated 2 years ago
- ☆13Updated 6 years ago
- ☆67Updated 5 months ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆15Updated last year
- ☆21Updated 5 years ago
- Codes associated with the manuscript titled "Multi-stage neural networks: Function approximator of machine precision"☆50Updated last year