Some examples of using PINN to solve PDEs numerically
☆15May 21, 2023Updated 3 years ago
Alternatives and similar repositories for PDEs-PINN-Examples-Using-Tensorflow2
Users that are interested in PDEs-PINN-Examples-Using-Tensorflow2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 3 years ago
- A Physics Informed Neural Network Implementation for Burgers Equation in Tensorflow 2.0☆11Feb 25, 2022Updated 4 years ago
- A Python class for Reliability analysis including Monte Carlo and FORM methods☆14Apr 24, 2025Updated last year
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Apr 14, 2023Updated 3 years ago
- Debian image with SSH & SFTP☆10Aug 19, 2023Updated 3 years ago
- 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.
- ☆17Nov 3, 2020Updated 5 years ago
- Research experiments☆10Mar 3, 2025Updated last year
- LintLLM is an open-source Verilog linting framework powered by Large Language Models (LLMs).☆12Aug 14, 2026Updated 2 months ago
- SympCheck Helper is a modern healthcare consultation chatbot that leverages the power of DeepSeek V3 API and Supabase to provide intellig…☆14Jan 27, 2025Updated last year
- Variational Physics-Informed Neural Networks For the Helmholtz Impedance Problem☆10Sep 25, 2023Updated 3 years ago
- 关于学习有限元数值方法的笔记,文档与程序☆14Nov 14, 2019Updated 6 years ago
- Descriptors-free Collective Variables From Geometric Graph Neural Networks.☆12Dec 27, 2024Updated last year
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆13Jan 27, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆59Nov 20, 2022Updated 3 years ago
- ☆15Mar 3, 2025Updated last year
- UWB卡尔曼滤波追踪无线时钟同步误差的MATLAB仿真程序☆10Jun 24, 2020Updated 6 years ago
- Python code solving the fluid mechanical local linear stability equations for various base flows.☆15Aug 1, 2015Updated 11 years ago
- Implementation of PINNs in TensorFlow 2☆81Dec 12, 2025Updated 10 months ago
- ☆15Aug 8, 2025Updated last year
- DeepvisionAI-backend is the code core of a desktop software providing detection/tracking of pedestrians and abnormal crowd activity using…☆17Dec 21, 2021Updated 4 years ago
- Complex beam PDEs are solved using physics informed neural networks☆13Jun 5, 2024Updated 2 years ago
- 🍕实现自动转发最新twitter到QQ的机器人☆13Jul 7, 2018Updated 8 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.
- GoogleVoice 全自动批量保号防收回☆11Mar 24, 2021Updated 5 years ago
- This project analyzes NASA's battery datasets to predict the State of Health (SOH) by extracting Health Indices (HI’s) and conducting cor…☆16Feb 13, 2024Updated 2 years ago
- Revolutionize supply chain of your company with the project—predict demand, optimize inventory, and streamline routes using data analysis…☆19Sep 25, 2024Updated 2 years ago
- Porosity estimation from RW-PINNs☆18May 6, 2023Updated 3 years ago
- The landingpage☆20May 7, 2021Updated 5 years ago
- Dynamic contact angle for droplet impact (UDF for fluent)☆25Jul 14, 2018Updated 8 years ago
- Repository of "A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography"☆19Apr 28, 2022Updated 4 years ago
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆21Feb 13, 2026Updated 8 months ago
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 2D wave equation simulated by PINN and FDM☆14Feb 20, 2022Updated 4 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆187May 30, 2026Updated 5 months ago
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆18Apr 26, 2022Updated 4 years ago
- PAPRECA hybrid off-lattice kinetic Monte Carlo/molecular dynamics (kMC/MD) simulator☆25Aug 23, 2026Updated 2 months ago
- ☆15Feb 6, 2025Updated last year
- Python code for simulations of 2D gas-liquid multiphase flows using Front-Tracking type method.☆16Jul 27, 2020Updated 6 years ago
- Inferencing 'PatchTST' and 'Informer' to harness the power of transformers for multivariate 'long sequence time-series forecasting' (LSTF…☆19Nov 9, 2023Updated 2 years ago