复现CICP论文提出的几种改进PINN性能的方法
☆27Jul 2, 2025Updated last year
Alternatives and similar repositories for Solving_Allen-Cahn_with_Adaptive_PINN
Users that are interested in Solving_Allen-Cahn_with_Adaptive_PINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 一个简易的模块化物理信息神经网络实现(PINN)☆58Nov 17, 2025Updated 11 months ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆18Jun 10, 2023Updated 3 years ago
- PINNs with irreversible constraints.☆19Jun 10, 2026Updated 4 months ago
- ☆11Feb 4, 2025Updated last year
- Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"☆13Nov 15, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆34Aug 11, 2023Updated 3 years ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆42Apr 14, 2023Updated 3 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆64May 16, 2024Updated 2 years ago
- ☆22Sep 21, 2022Updated 4 years ago
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆25Aug 30, 2026Updated 2 months ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- code☆20Sep 8, 2023Updated 3 years ago
- ☆178Jun 27, 2022Updated 4 years ago
- 🪙Gold Price Prediction using Machine Learning with Python using Random Forest Regressor.💰💲☆13Jan 30, 2023Updated 3 years ago
- 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.
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆59Nov 20, 2022Updated 3 years ago
- ☆59Dec 11, 2024Updated last year
- simulating two-phase Darcy flows in porous media using CNN☆12Nov 26, 2022Updated 3 years ago
- ☆14Aug 22, 2025Updated last year
- ☆222Feb 16, 2024Updated 2 years ago
- Basic implementation of physics-informed neural network with pytorch.☆104Sep 26, 2022Updated 4 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 5 years ago
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆24Sep 20, 2022Updated 4 years ago
- Scale-PINN: Learning Efficient Physics-Informed Neural Networks Through Sequential Correction☆31Feb 27, 2026Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆20Jul 9, 2025Updated last year
- Discontinuity Computing Using Physics-Informed Neural Network☆30Apr 20, 2024Updated 2 years ago
- Parallelogram and Trapezoid Tiling Code for Accelerated FDTD electromagnetic wave simulation.☆10Dec 26, 2024Updated last year
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated 2 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆212Apr 7, 2024Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆29May 8, 2023Updated 3 years ago
- Original implementation of fast PINN optimization with RBA weights☆79Sep 11, 2025Updated last year
- 采用PINN/ResPINN对两种偏微分方程（Burgers&Allen-Cahn）的训练与求解☆17Feb 5, 2021Updated 5 years ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆115Apr 15, 2022Updated 4 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.
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆459Jul 24, 2026Updated 3 months ago
- Code to Paper: On the Apparent Pareto Front of Physics-Informed Neural Networks☆15Mar 18, 2025Updated last year
- Real-time surrogate model of vehicle-bridge interaction☆13May 6, 2026Updated 6 months ago
- Free you from DouBan restrictions☆11Aug 5, 2025Updated last year
- ☆12Apr 7, 2022Updated 4 years ago
- ☆11Aug 13, 2024Updated 2 years ago
- Finite-volume Vlasov-Maxwell code for Plasma Physics simulations☆17Updated this week