[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
Alternatives and similar repositories for lamp
Users that are interested in lamp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Jan 30, 2024Updated 2 years ago
- ☆17May 1, 2022Updated 4 years ago
- [ICLR24] Better Neural PDE Solvers Through Data-Free Mesh Movers☆18Mar 20, 2024Updated 2 years ago
- Adaptive Swarm Mesh Refinement☆22Apr 8, 2024Updated 2 years ago
- Grounding Graph Network Simulators using Physical Sensor Observations☆14Jun 26, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better ene…☆26Oct 19, 2025Updated 11 months ago
- ☆16Mar 3, 2023Updated 3 years ago
- ☆133Mar 28, 2023Updated 3 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆151Sep 11, 2024Updated 2 years ago
- ☆13May 30, 2024Updated 2 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆33Dec 5, 2024Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆27Apr 1, 2026Updated 5 months ago
- PyTorch Implementation of MeshGraphNets☆17May 3, 2023Updated 3 years ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆49Nov 4, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆30Oct 19, 2025Updated 11 months ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)☆65Jan 24, 2024Updated 2 years ago
- ☆24Oct 21, 2024Updated last year
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- Differentiable Physics-informed Graph Networks☆67Feb 20, 2020Updated 6 years ago
- Code repo for Fluid Graph Network☆28Jan 26, 2022Updated 4 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆43Feb 21, 2025Updated last year
- [🔥ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data☆126Jul 16, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official code for "Learning 3D Garment Animation from Trajectories of A Piece of Cloth"☆25Feb 23, 2025Updated last year
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆46Dec 6, 2023Updated 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
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated 2 years ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆65Mar 8, 2026Updated 6 months ago
- The official implementation of the Graph Barlow Twins method with the experimental pipeline☆32Oct 15, 2023Updated 2 years ago
- [NeurIPS 2022] The implementation for the paper "Equivariant Graph Hierarchy-Based Neural Networks".☆33Oct 5, 2023Updated 2 years ago
- MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution☆108Jan 28, 2021Updated 5 years ago
- ☆18Jun 28, 2023Updated 3 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.
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆59Nov 27, 2022Updated 3 years ago
- smart contracts deployed on Ethereum, one per skeleton☆12Mar 10, 2024Updated 2 years ago
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆37Apr 22, 2020Updated 6 years ago
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆35Dec 27, 2020Updated 5 years ago
- scDFM: Distributional Flow Matching for Robust Single-Cell Perturbation Prediction (ICLR 2026)☆58Apr 22, 2026Updated 5 months ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆35Dec 4, 2023Updated 2 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆180Oct 19, 2022Updated 3 years ago