[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulation
☆40Oct 3, 2025Updated 5 months ago
Alternatives and similar repositories for cindm
Users that are interested in cindm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆31Dec 5, 2024Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆23May 11, 2025Updated 10 months ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆47Nov 4, 2025Updated 4 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆58Mar 8, 2026Updated 2 weeks ago
- 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 5 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆28Oct 19, 2025Updated 5 months ago
- [ICML 2025] The official implementation of the paper "On the Guidance of Flow Matching"☆88Sep 16, 2025Updated 6 months ago
- [NeurIPS 2024] AFBench: A Large-scale Benchmark for Airfoil Design☆32Sep 26, 2024Updated last year
- [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
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆29Jan 30, 2024Updated 2 years ago
- Cross-Modality Fusion Mechanism for Multispectral Object Detection☆13Oct 11, 2022Updated 3 years ago
- [Submitted to NeurIPS 2024 Dataset & Benchmark Track] AFBench: A Large-scale Benchmark for Airfoil Design☆14Jul 5, 2024Updated last year
- WaterLily tutorial files☆29Feb 3, 2026Updated last month
- Code for reproducing the paper "Space-Time Continuous PDE Forecasting using Equivariant Neural Fields" (https://arxiv.org/abs/2406.06660)…☆14Nov 18, 2025Updated 4 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Feb 27, 2024Updated 2 years ago
- ☆55Jun 16, 2022Updated 3 years ago
- ☆24Oct 21, 2024Updated last year
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆25Sep 27, 2024Updated last year
- Discovering Conservation Laws using Optimal Transport and Manifold Learning☆22Sep 23, 2023Updated 2 years ago
- [ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data☆59Mar 8, 2026Updated 2 weeks ago
- ☆32Jul 10, 2023Updated 2 years ago
- Tokamak plasma operation control through multi-objective reinforcement learning in KSTAR☆27Mar 7, 2025Updated last year
- Official codebase for "Score-based Diffusion Models in Function Space"☆18Jan 23, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆15Mar 3, 2023Updated 3 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆34Updated this week
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆68Jun 10, 2024Updated last year
- a universal machine learning model for predicting properties of Chemical Compounds☆11Sep 30, 2019Updated 6 years ago
- A useful toolbox for research.☆33Jul 10, 2024Updated last year
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆22Apr 22, 2025Updated 11 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆86Nov 4, 2024Updated last year
- ☆25May 21, 2024Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆54Mar 23, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Solve incompressible Navier-Stokes equations using particle vortex method☆15Mar 23, 2014Updated 12 years ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated last year
- ☆10Sep 5, 2024Updated last year
- Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Prediction☆35Nov 3, 2023Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆53May 31, 2023Updated 2 years ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆26Nov 6, 2024Updated last year
- A far-file noise prediction code based on a permeable surface nondimensional FW-H (Ffowcs Williams-Hawkings) acoustics analogy with conve…☆17Feb 3, 2026Updated last month