☆251Oct 14, 2021Updated 4 years ago
Alternatives and similar repositories for GradientPathologiesPINNs
Users that are interested in GradientPathologiesPINNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆211Feb 16, 2024Updated 2 years ago
- ☆111Oct 16, 2021Updated 4 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆286Oct 12, 2021Updated 4 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆256Feb 1, 2023Updated 3 years ago
- ☆169Jun 27, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆63Jul 24, 2019Updated 6 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆91Jan 24, 2021Updated 5 years ago
- POD-PINN code and manuscript☆58Nov 10, 2024Updated last year
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆109Apr 15, 2022Updated 3 years ago
- ☆64Mar 22, 2023Updated 3 years ago
- Demo code for PPINN paper: https://www.sciencedirect.com/science/article/pii/S0045782520304357☆11Oct 23, 2020Updated 5 years ago
- ☆71Nov 15, 2022Updated 3 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆535Mar 26, 2026Updated 2 weeks ago
- ☆403Dec 3, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆96Aug 17, 2023Updated 2 years ago
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆44Feb 1, 2023Updated 3 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,742Feb 11, 2026Updated last month
- A library for scientific machine learning and physics-informed learning☆4,029Mar 1, 2026Updated last month
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆267Nov 30, 2023Updated 2 years ago
- ☆415Nov 14, 2025Updated 4 months ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,464Dec 8, 2023Updated 2 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆89Aug 26, 2025Updated 7 months ago
- PINN in solving Navier–Stokes equation☆128Jun 7, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆56Oct 9, 2022Updated 3 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆77Feb 1, 2023Updated 3 years ago
- Hidden Fluid Mechanics☆359Jan 30, 2023Updated 3 years ago
- ☆118Jul 28, 2019Updated 6 years ago
- ☆18Jun 6, 2023Updated 2 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆34Apr 15, 2023Updated 2 years ago
- Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators☆783Jun 25, 2022Updated 3 years ago
- ☆42May 8, 2020Updated 5 years ago
- Characterizing possible failure modes in physics-informed neural networks.☆151Nov 18, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆161Jul 16, 2020Updated 5 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆34Dec 4, 2023Updated 2 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆35Aug 2, 2022Updated 3 years ago
- ☆15May 11, 2020Updated 5 years ago
- 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 with hard constraints for inverse design☆155Nov 21, 2021Updated 4 years ago
- ☆33Oct 6, 2022Updated 3 years ago