mikemccabe210 / stabilizing_neural_operators
☆16Updated 5 months ago
Alternatives and similar repositories for stabilizing_neural_operators
Users that are interested in stabilizing_neural_operators are comparing it to the libraries listed below
Sorting:
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆29Updated 2 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 8 months ago
- ☆35Updated 2 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆32Updated this week
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆65Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆42Updated last year
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆13Updated last year
- ☆43Updated 7 months ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆15Updated 4 years ago
- ☆12Updated 2 years ago
- ☆35Updated 3 years ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆29Updated 3 months ago
- ☆13Updated 8 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated last year
- Differential equation neural operator☆22Updated last year
- ☆37Updated 2 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆25Updated last month
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆22Updated 2 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆70Updated 6 months ago
- ☆11Updated 11 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated 10 months ago
- ☆16Updated last year
- Try to approximate the solution of Fokker-Planck equation☆9Updated last year
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆16Updated last year
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆21Updated 5 months ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆25Updated 2 years ago
- Spectral Neural Operator☆78Updated last year