Official repository for "ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks", https://arxiv.org/abs/2502.00803
☆16Oct 17, 2025Updated 11 months ago
Alternatives and similar repositories for ProPINN
Users that are interested in ProPINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆66Jul 14, 2025Updated last year
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Sep 19, 2026Updated 3 weeks ago
- Quantum DeepONet: Neural operators accelerated by quantum computing☆23Jun 10, 2025Updated last year
- All-KAN: All Kolmogorov-Arnold Networks We Know☆34Sep 20, 2026Updated 2 weeks ago
- ☆224Oct 20, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆17Jun 10, 2023Updated 3 years ago
- This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data throu…☆13Dec 4, 2023Updated 2 years ago
- Neural architecture search(NAS)☆10Jan 21, 2019Updated 7 years ago
- ☆46Mar 4, 2025Updated last year
- Dynamic analysis of a slender tower under turbulent wind loading☆14May 4, 2026Updated 5 months ago
- This is a U-Net-based deep learning model, which we call DeepCFD. You can use this model to predict the temperature, velocity, and pressu…☆15Sep 30, 2025Updated last year
- Variational Physic-informed Neural Operator (VINO) for Learning Partial Differential Equations☆42Apr 1, 2026Updated 6 months ago
- PDE-Transformer is a neural network architecture designed to efficiently process and predict the evolution of physical systems described …☆90Apr 11, 2026Updated 5 months ago
- ☆17Dec 6, 2024Updated last year
- 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.
- A curated paper list for "Foundation Neural Operators: A Survey on Pretraining Methods, Data Ecosystems, and Efficient Adaptation".☆37Feb 14, 2026Updated 7 months ago
- Deep learning-based topology optimization with a minimum compliance loss function☆14Feb 24, 2021Updated 5 years ago
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆18Apr 12, 2025Updated last year
- Code to Paper: On the Apparent Pareto Front of Physics-Informed Neural Networks☆15Mar 18, 2025Updated last year
- Android TF-lite App☆15Apr 22, 2020Updated 6 years ago
- Official Code for "GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training" (ICML 2026) https://arxiv.org/pdf/2602.20399☆265Sep 27, 2026Updated last week
- ☆13Feb 12, 2023Updated 3 years ago
- ☆19Nov 24, 2025Updated 10 months ago
- Implementation for "DeltaPhi: Learning Physical Trajectory Residual for PDE Solving"☆13Jun 17, 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. Zero configuration with optimized deployments.
- PF-PINNs: Physics-informed neural networks for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆18Dec 15, 2024Updated last year
- This repository contains the codes for crack detection using topological loss function. The methodology hereby implemented was presented …☆17Jul 20, 2022Updated 4 years ago
- PINNs with irreversible constraints.☆18Jun 10, 2026Updated 3 months ago
- SegDecNet++: an official PyTorch implementation for "Automated detection and segmentation of cracks in concrete surfaces using joined seg…☆18Oct 2, 2023Updated 3 years ago
- PDEAgentBench: An automated benchmark framework for evaluating Code Agents on optimizing scientific PDE solvers.☆50Jul 13, 2026Updated 2 months ago
- Code attached to the paper: Uncertainty Quantification of Surrogate Models using Conformal Prediction☆29Nov 13, 2025Updated 10 months ago
- ☆14May 5, 2019Updated 7 years ago
- 这是一个基于 ModelScope Qwen-Image 模型的文生图 Dify 插件,能够根据文本描述生成高质量的图像。插件采用异步任务处理模式,确保稳定可靠的图像生成体验☆16Jan 1, 2026Updated 9 months ago
- ☆29May 5, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- source code of https://www.12-technology.com/☆20Sep 24, 2023Updated 3 years ago
- CONES: This git repository aims to couple the CFD software OpenFOAM with any other kind of open-source codes. It is currently employed to…☆17Oct 30, 2024Updated last year
- Hamiltonian Neural Networks for solving Differential Equations☆26Mar 24, 2022Updated 4 years ago
- ☆55Aug 19, 2025Updated last year
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆90Feb 19, 2025Updated last year
- ☆15Mar 13, 2026Updated 6 months ago
- About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.…☆22Jul 18, 2024Updated 2 years ago