tsinghua-fib-lab / SPDiff
β12Updated 5 months ago
Related projects β
Alternatives and complementary repositories for SPDiff
- ποΈ PINNACLE: PINN Adaptive ColLocation and Experimental points selectionβ12Updated 3 months ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTAβ¦β22Updated 9 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"β33Updated 5 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.β23Updated 4 months ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/β¦β82Updated 3 weeks ago
- β17Updated 3 years ago
- β33Updated 3 years ago
- This repository contains the code for the paper: Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representationβ15Updated 10 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshingβ37Updated 9 months ago
- ICON for in-context operator learningβ40Updated last week
- Time- and space-continuous neural PDE forecaster based on INRs and ODEsβ52Updated 9 months ago
- β38Updated 3 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."β51Updated 3 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary valuesβ19Updated 8 months ago
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for bothβ¦β12Updated 8 months ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learningβ27Updated last month
- β36Updated last month
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulationβ69Updated 3 weeks ago
- Differentiable Physics-informed Graph Networksβ59Updated 4 years ago
- β13Updated last month
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664β63Updated 7 months ago
- β10Updated 2 months ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problemsβ12Updated 3 months ago
- MeshGraphNets (MGN)β60Updated last year
- Modified Meshgraphnets with more featuresβ36Updated 4 months ago
- β13Updated 5 months ago
- β45Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressionsβ13Updated last month
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.β22Updated 3 years ago
- Physics Informed Fourier Neural Operatorβ17Updated 11 months ago