qianyingcao / Laplace-Neural-Operator
☆69Updated 5 months ago
Alternatives and similar repositories for Laplace-Neural-Operator:
Users that are interested in Laplace-Neural-Operator are comparing it to the libraries listed below
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆44Updated 2 weeks ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆130Updated 2 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆25Updated 4 months ago
- Code for the paper Universal Physics Transformers☆90Updated last week
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆144Updated 2 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆42Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆60Updated 3 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆82Updated 2 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆56Updated 6 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆28Updated 8 months ago
- ☆67Updated 5 months ago
- ☆68Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆36Updated 10 months ago
- Differential equation neural operator☆20Updated last year
- Spectral Neural Operator☆75Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆21Updated 3 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆68Updated 10 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆60Updated 3 months ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆24Updated 2 months ago
- ☆28Updated 8 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆63Updated 10 months ago
- Datasets and code for results presented in the ProbConserv paper☆53Updated 8 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 8 months ago
- Implementation of Physics-Informed Diffusion Models☆49Updated this week
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆41Updated 8 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 8 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆46Updated last month
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆150Updated 4 months ago
- ☆39Updated 5 months ago
- ☆37Updated last year