ethan-pickering / dnosearchLinks
Active learning of extreme events using deep neural operators.
☆17Updated 2 years ago
Alternatives and similar repositories for dnosearch
Users that are interested in dnosearch are comparing it to the libraries listed below
Sorting:
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆34Updated 4 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated last year
- ☆37Updated 4 years ago
- The public repository about our joint FINN research project☆37Updated 2 years ago
- ☆32Updated last year
- ☆10Updated 2 years ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆34Updated 3 weeks ago
- a multiresolution convolutional autoencoder architecture☆22Updated 4 years ago
- ☆16Updated 11 months ago
- ☆21Updated 2 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆33Updated 4 years ago
- ☆15Updated last year
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆27Updated 8 months ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆13Updated 2 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 10 months ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- Neural Galerkin☆16Updated 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
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆29Updated 9 months ago
- ☆10Updated 2 years ago
- Python 2D Navier-Stokes solver☆20Updated last month
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- ☆14Updated 3 years ago
- Distributed Fourier Neural Operators☆30Updated 2 years ago
- Quantification of Uncertainties in Neural Networks☆11Updated 3 months ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆14Updated 2 years ago
- ☆32Updated last week