LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
☆30Jan 30, 2024Updated 2 years ago
Alternatives and similar repositories for le_pde
Users that are interested in le_pde are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Jan 30, 2024Updated 2 years ago
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆18Feb 26, 2024Updated 2 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆33Dec 5, 2024Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆40Oct 3, 2025Updated 9 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- machine learning-accelerated computational fluid dynamics☆21Jan 12, 2022Updated 4 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆179Oct 19, 2022Updated 3 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆149Sep 11, 2024Updated last year
- ☆10Mar 31, 2021Updated 5 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆46Sep 30, 2022Updated 3 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆58Jun 10, 2024Updated 2 years ago
- ☆16Mar 3, 2023Updated 3 years ago
- ☆15Jul 18, 2019Updated 7 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆133Mar 28, 2023Updated 3 years ago
- A SPH based 2D fulid simulation including WCSPH and PCISPH implmented using taichi.☆17Jul 20, 2022Updated 4 years ago
- [ICLR24] Better Neural PDE Solvers Through Data-Free Mesh Movers☆17Mar 20, 2024Updated 2 years ago
- [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks☆20Jul 17, 2026Updated last week
- The source code the for the ICLR'24 paper "Stabilizing Backpropagation Through Time to Learn Complex Physics"☆11May 17, 2024Updated 2 years ago
- ☆54Jun 16, 2022Updated 4 years ago
- ☆30Oct 31, 2023Updated 2 years ago
- ☆35Jan 29, 2021Updated 5 years ago
- Neural Galerkin☆17Oct 25, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆26Jun 3, 2025Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆57Mar 23, 2024Updated 2 years ago
- ☆67Jul 10, 2023Updated 3 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆39Jun 21, 2023Updated 3 years ago
- Turbulent flow network source code☆72Mar 14, 2025Updated last year
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆46Dec 6, 2023Updated 2 years ago
- ☆35Jun 12, 2026Updated last month
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- ☆12Apr 18, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆16Nov 20, 2023Updated 2 years ago
- Python package for Geometric / Clifford Algebra with Pytorch.☆16Jun 2, 2026Updated last month
- ☆24Mar 3, 2023Updated 3 years ago
- Conjugate Gradient related code for "Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers"☆24Dec 9, 2020Updated 5 years ago
- smart contracts deployed on Ethereum, one per skeleton☆11Mar 10, 2024Updated 2 years ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆10Sep 4, 2025Updated 10 months ago
- Source code for the ICLR'22 paper on "Half-Inverse Gradients"☆19Apr 20, 2022Updated 4 years ago