dedekinds / NeurVecLinks
The official implementation of two AI-enhanced numerical solvers: NeurVec (Sci. Rep.) and AttNS (ICML'24)
☆28Updated last year
Alternatives and similar repositories for NeurVec
Users that are interested in NeurVec are comparing it to the libraries listed below
Sorting:
- ☆21Updated 2 years ago
- ☆52Updated 3 years ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆27Updated 6 months ago
- ☆126Updated 2 years ago
- Implementation of the Deep Ritz method and the Deep Galerkin method☆58Updated 5 years ago
- Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method☆62Updated 3 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆28Updated last year
- ☆24Updated 2 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆78Updated last year
- ICON for in-context operator learning☆57Updated 6 months ago
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆73Updated 2 years ago
- PINN, DGM and DRM☆20Updated 2 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Updated 3 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆173Updated last year
- Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and imp…☆44Updated 7 years ago
- ☆22Updated 2 months ago
- ☆15Updated 2 years ago
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆41Updated 2 years ago
- ☆84Updated last year
- Neural Galerkin☆16Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- ☆97Updated 7 months ago
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆150Updated 5 years ago
- Resources about Machine Learning for solving PDEs.☆58Updated 2 years ago
- ☆32Updated 3 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 2 years ago
- ☆61Updated 5 months ago
- ☆20Updated last week