Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).
☆14Oct 14, 2024Updated 2 years ago
Alternatives and similar repositories for Feature-Enforcing-PINN
Users that are interested in Feature-Enforcing-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:
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 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
- Solve mass spring damper system with physics-informed neural networks in MATLAB☆16Apr 22, 2026Updated 5 months ago
- Deep Learning of Turbulent Scalar Mixing☆19Oct 6, 2019Updated 7 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆14Aug 22, 2025Updated last year
- Computes eigen frequencies in a 2D micro-cavity☆10Mar 22, 2021Updated 5 years ago
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated 2 years ago
- A Python urban building energy modelling platform for complex urban neighbourhoods☆15Apr 23, 2026Updated 5 months ago
- EnergyPlus IDF editing tool: https://sdu-cfei.github.io/epquery☆12Mar 19, 2019Updated 7 years ago
- SODECL is a library of ordinary differential equation (ODE) and stochastic differential equation (SDE) solvers in OpenCL.☆11Jul 4, 2020Updated 6 years ago
- Speeding up and reducing memory usage for scientific machine learning via mixed precision☆11Dec 27, 2024Updated last year
- AI-CFD hybrid solver.☆20Apr 21, 2026Updated 6 months ago
- ☆11Jan 5, 2021Updated 5 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.
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆17Mar 31, 2025Updated last year
- PINN paper that will be submitted to Journal of Computational Science☆13Sep 11, 2026Updated last month
- Towards Physics-informed Deep Learning for Turbulent Flow Prediction☆28Oct 18, 2021Updated 5 years ago
- MATLAB implementation of Sparsity-promoting Least Mean Square (SLMS) and Normalized Least Mean Square (SNLMS) adaptive filters for system…☆11Oct 3, 2020Updated 6 years ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆18Jun 10, 2023Updated 3 years ago
- ☆19Jul 9, 2025Updated last year
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆42Apr 14, 2023Updated 3 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.
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆19Jul 6, 2024Updated 2 years ago
- Physics-informed radial basis network☆43May 20, 2024Updated 2 years ago
- ☆32Jul 29, 2026Updated 2 months ago
- ☆11Oct 13, 2026Updated last week
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 5 months ago
- Physics-Informed Neural Network☆94May 10, 2024Updated 2 years ago
- Codebase for "HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions"☆23Oct 19, 2025Updated last year
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆36Apr 7, 2024Updated 2 years ago
- RIMD: Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling (Siggraph 2016)☆11Mar 28, 2020Updated 6 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.
- Schrodinger-Poisson solver in 1D demonstrator☆27Mar 22, 2021Updated 5 years ago
- Active learning of extreme events using deep neural operators.☆17Nov 10, 2022Updated 3 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆27May 17, 2023Updated 3 years ago
- hrtem lattice fringe image analysis algorithms - developed for carbon nanostructure analysis☆10Jan 9, 2026Updated 9 months ago
- ☆20Dec 22, 2025Updated 9 months ago
- Create Reduced Order Models of CFD using Gradient Enhanced Kriging - Multiple Surrogates☆10Jun 17, 2020Updated 6 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆29May 8, 2023Updated 3 years ago