erichson / SuperBench
☆40Updated 5 months ago
Alternatives and similar repositories for SuperBench:
Users that are interested in SuperBench are comparing it to the libraries listed below
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆42Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆82Updated 3 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 10 months ago
- ☆10Updated 9 months ago
- ☆46Updated last month
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆43Updated 9 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆39Updated 11 months ago
- ☆68Updated last year
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆155Updated 4 months ago
- ☆11Updated 6 months ago
- Spectral Neural Operator☆75Updated last year
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 10 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆21Updated this week
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated 11 months ago
- Differential equation neural operator☆20Updated last year
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆25Updated 3 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆47Updated last month
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆24Updated last month
- Applications of PINOs☆119Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆50Updated 9 months ago
- ☆23Updated 8 months ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆13Updated 6 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆56Updated 7 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆135Updated 3 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆56Updated last year
- ☆12Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆17Updated 9 months ago
- ☆13Updated 5 years ago