This repository provides a PyTorch implementation of the physics informed neural networks by M.Raissi et al.
☆11Aug 9, 2021Updated 4 years ago
Alternatives and similar repositories for Physics-Informed-Neural-Networks
Users that are interested in Physics-Informed-Neural-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Aug 22, 2025Updated 8 months ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆18Dec 6, 2024Updated last year
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 2 years ago
- ☆52Aug 19, 2025Updated 8 months ago
- The first open-source repository for Scientific Machine Learning (PINNs, PIELM, RFM, Neural Operators) via Vibe Coding. JAX-GPU implement…☆70Apr 28, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Physics-Informed Neural Networks: Forward/Inverse Modeling of Partial Differential Equations☆21Jun 3, 2024Updated last year
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆58Nov 20, 2022Updated 3 years ago
- A Jupyter Notebook implementation of Physics-informed neural network to solve solid mechanics problem.☆27May 11, 2023Updated 2 years ago
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Jan 25, 2022Updated 4 years ago
- Spectral solution for 2D Navier-Stokes equations☆14Nov 8, 2016Updated 9 years ago
- This repository contains the MATLAB implementation of popular numerical methods in Computation Fluid dynamics. Starting from simple meth…☆11Dec 3, 2021Updated 4 years ago
- An example of using VTKPlotter to create a 3D geologic model that you can then post in a website☆11May 23, 2021Updated 4 years ago
- ☆10Mar 25, 2022Updated 4 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.
- A collection of codes and references for deep learning in fluid dynamics☆19Jun 10, 2021Updated 4 years ago
- 利用MPC算法实现轨迹跟踪☆12May 10, 2019Updated 6 years ago
- Conditional Parametric Diffusion Model for Ship Hull Design☆12Dec 5, 2024Updated last year
- Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch☆67Apr 24, 2025Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆42Jun 24, 2022Updated 3 years ago
- ATTENTION, DEVELOPMENT CONTINUES IN ANOTHER REPOSITORY - Conversion of meshes from gmsh- to vtu-format, particularly for further use in O…☆12Nov 30, 2022Updated 3 years ago
- (Interspeech 2025, official code) Speech enhancement based on cascaded two flows☆16Sep 1, 2025Updated 8 months ago
- Optimizing Physics-Informed NN using Multi-task Likelihood Loss Balance Algorithm and Adaptive Activation Function Algorithm☆34Jun 2, 2023Updated 2 years ago
- ☆45Mar 4, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆20Jun 19, 2024Updated last year
- Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslide…☆18Jul 20, 2021Updated 4 years ago
- Physics-informed deep learning for structural dynamics under moving load☆21Oct 4, 2024Updated last year
- Code for the winning solution in the SE&R 2022 Challenge - SER track.☆16Mar 28, 2023Updated 3 years ago
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆16Apr 26, 2022Updated 4 years ago
- A finite element code☆14Nov 11, 2019Updated 6 years ago
- Algorithmic differentiation with hyper-dual numbers in C++ and Python☆17Sep 3, 2024Updated last year
- 🟣 PCA interview questions and answers to help you prepare for your next machine learning and data science interview in 2026.☆17Jan 4, 2026Updated 4 months ago
- A repo to learn and curate PINN☆34May 10, 2024Updated last year
- 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.
- Basic implementation of physics-informed neural network with pytorch.☆96Sep 26, 2022Updated 3 years ago
- Strain gradient plasticity code for Abaqus☆18Jul 27, 2022Updated 3 years ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆76Aug 21, 2024Updated last year
- Galaxy is an asynchronous parallel visualization ray tracer for performant rendering in distributed computing environments. Galaxy builds…☆20Aug 20, 2024Updated last year
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- [Neurocomputing] EmoVerse: Enhancing Multimodal Large Language Models for Affective Computing via Multitask Learning☆18Jul 6, 2025Updated 9 months ago
- 🟣 Explainable Ai interview questions and answers to help you prepare for your next machine learning and data science interview in 2026.☆12Jan 4, 2026Updated 4 months ago