Some examples of using PINN to solve PDEs numerically
☆16May 21, 2023Updated 2 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 2 years ago
- A Physics Informed Neural Network Implementation for Burgers Equation in Tensorflow 2.0☆11Feb 25, 2022Updated 4 years ago
- ☆17Nov 3, 2020Updated 5 years ago
- A Python class for Reliability analysis including Monte Carlo and FORM methods☆14Apr 24, 2025Updated 10 months ago
- Introduction to Ridge, Lasso, and Elastic Net Regression☆19Oct 9, 2021Updated 4 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆12Jan 27, 2022Updated 4 years ago
- Variational Physics-Informed Neural Networks For the Helmholtz Impedance Problem☆10Sep 25, 2023Updated 2 years ago
- The landingpage☆20May 7, 2021Updated 4 years ago
- Porosity estimation from RW-PINNs☆17May 6, 2023Updated 2 years ago
- Applied project based on PINNs. The physical problem is sound propagation underwater&Helmholtz equation.☆15Oct 14, 2021Updated 4 years ago
- Implementation of PINNs in TensorFlow 2☆81Dec 12, 2025Updated 3 months ago
- 🍕实现自动转发最新twitter到QQ的机器人☆13Jul 7, 2018Updated 7 years ago
- 2D wave equation simulated by PINN and FDM☆14Feb 20, 2022Updated 4 years ago
- Repository of "A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography"☆17Apr 28, 2022Updated 3 years ago
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆15May 14, 2024Updated last year
- Python code for simulations of 2D gas-liquid multiphase flows using Front-Tracking type method.☆16Jul 27, 2020Updated 5 years ago
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆20Feb 13, 2026Updated last month
- Complex beam PDEs are solved using physics informed neural networks☆12Jun 5, 2024Updated last year
- Open source overset grid assembly and remapping toolkit (old Fortran version)☆17Apr 4, 2023Updated 2 years ago
- ☆16Feb 6, 2025Updated last year
- Massively parallel vibrational mode calculator.☆23Aug 14, 2024Updated last year
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆16Apr 26, 2022Updated 3 years ago
- A Python package to perform a chemical motif characterization of short-range order.☆25Jul 19, 2025Updated 8 months ago
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆20Jun 19, 2024Updated last year
- GoogleVoice 全自动批量保号防收回☆11Mar 24, 2021Updated 4 years ago
- OVITO Python modifier to generate bulk crystal structures with target Warren-Cowley parameters.☆29Jan 30, 2025Updated last year
- A copy of Chombo with updates and tweaks for GRChombo☆17Jul 17, 2024Updated last year
- In this repo, all about Deep Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. …☆43Sep 23, 2022Updated 3 years ago
- Tikhonov regression in python☆32Nov 14, 2023Updated 2 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆35Aug 2, 2022Updated 3 years ago
- ☆24Jun 15, 2017Updated 8 years ago
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆37Jan 15, 2024Updated 2 years ago
- 【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。☆26May 30, 2019Updated 6 years ago
- OVITO Python modifier to compute the Warren-Cowley parameters.☆40Apr 1, 2025Updated 11 months ago
- Source of my website☆24Mar 11, 2026Updated last week
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆40Jun 24, 2022Updated 3 years ago
- Reweighted Autoencoded Variational Bayes for Enhanced Sampling (RAVE)☆45May 3, 2020Updated 5 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Apr 14, 2023Updated 2 years ago
- ☆42Aug 30, 2022Updated 3 years ago