jhagnberger / vcnef
Official PyTorch implementation of the Vectorized Conditional Neural Field.
☆12Updated 8 months ago
Alternatives and similar repositories for vcnef:
Users that are interested in vcnef are comparing it to the libraries listed below
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆52Updated 3 weeks ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆59Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆84Updated 4 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- ☆31Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated 10 months ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆21Updated last month
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆66Updated 5 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆41Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆44Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 3 years ago
- Spectral Neural Operator☆78Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated 9 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆18Updated 5 months ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated last year
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆62Updated 5 months ago
- ☆13Updated last year
- ☆13Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆47Updated 10 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆23Updated 2 weeks ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆58Updated 8 months ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated last year
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆51Updated 2 years ago
- Code for the paper Universal Physics Transformers☆105Updated 2 months ago
- ☆19Updated 10 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 10 months ago
- ☆41Updated 7 months ago
- ICON for in-context operator learning☆49Updated last month
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆139Updated last week
- Official implementation of Diffusion Graph Networks (DGNs)☆32Updated last month