314arhaam / burger-pinnView external linksLinks
A Physics-Informed Neural Network for solving Burgers' equation.
☆33Apr 14, 2024Updated last year
Alternatives and similar repositories for burger-pinn
Users that are interested in burger-pinn are comparing it to the libraries listed below
Sorting:
- Functional & Object-Oriented programs to rule all distillation columns! based on McCabe-Thiele method☆10Jul 31, 2025Updated 6 months ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆172Aug 31, 2025Updated 5 months ago
- This is a repository of scripts developed as part of the 2020 ENCMP100 Section B3 lecture taught at University of Alberta.☆10Apr 2, 2020Updated 5 years ago
- Python script solving the Burgers' equation (équation de Burgers) 1D by using FFT pseudo-spectral method.☆30Jul 25, 2021Updated 4 years ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆75Aug 21, 2024Updated last year
- Solving Burgers equation using Python☆13May 26, 2020Updated 5 years ago
- extended input box web component☆13Feb 10, 2026Updated last week
- codes for PINNs☆12Mar 11, 2021Updated 4 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 4 years ago
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆20Jun 19, 2024Updated last year
- code_sample☆19Jul 17, 2023Updated 2 years ago
- This repo is a work in progress aimed at gathering useful open-source resources for CFD engineers in one place. It includes notes, script…☆23Jan 23, 2026Updated 3 weeks ago
- An Essential Graphic Primer of Matplotlib☆31Nov 9, 2021Updated 4 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
- A curated list of awesome Physics Informed Neural Network, projects and communities.☆39Nov 15, 2025Updated 3 months ago
- A simple GUI of PyFMM for interactively calculating 2-D traveltime fields and raytracing. PyFMM的简易图形界面，交互式地计算二维走时场和射线追踪☆10Feb 18, 2025Updated 11 months ago
- ☆37Sep 11, 2022Updated 3 years ago
- Discretization methods for porous media flow problems.☆12Jan 10, 2023Updated 3 years ago
- The GitHub repository for the paper "Denoising Application of Magnetotelluric Low-Frequency Signal Processing"☆11Feb 22, 2023Updated 2 years ago
- ☆11Apr 12, 2019Updated 6 years ago
- Machine Learning-based Second-order Analysis of Beam-columns through Physics-Informed Neural Networks☆15Feb 18, 2025Updated 11 months ago
- Shallow Learning for Flow Reconstruction with Limited Sensors and Limited Data☆40Dec 28, 2018Updated 7 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆160Jul 16, 2020Updated 5 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆365Jul 5, 2024Updated last year
- Solving High Dimensional Partial Differential Equations with Deep Neural Networks☆34Dec 21, 2021Updated 4 years ago
- Hackerank Programming Challenges☆10May 8, 2021Updated 4 years ago
- A simple program to simulate the wave equation in one and two dimensions.☆12Jul 5, 2018Updated 7 years ago
- Repository containing lectures from 2023 Machine Learning course☆11Mar 14, 2023Updated 2 years ago
- A simple python based script of the Grunwald Letnikov method for solving fractional-order differential equations☆10Dec 17, 2020Updated 5 years ago
- Python script that takes an excel spreadsheet containing major oxide data, T, and P for a silicate melt and outputs the density of each s…☆14May 13, 2025Updated 9 months ago
- Solves the 2D compressible Navier-Stokes equations using finite-difference with a staggered grid arrangement to simulate acoustic waves.☆10Dec 17, 2021Updated 4 years ago
- Introduction to Partial Differential Equations: Theory and Computations☆10May 3, 2023Updated 2 years ago
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 2 years ago
- An Example of 1D inversion magnetotelluric data using Artificial Neural Networks☆12Mar 7, 2022Updated 3 years ago
- A minimal Python script for simulating the Rayleigh-Plesset equation☆10Mar 20, 2018Updated 7 years ago
- Notes and examples on how to solve partial differential equations with numerical methods, using Python.☆39Apr 30, 2023Updated 2 years ago
- gradient-descent is a package that contains different gradient-based algorithms. The package purpose is to facilitate the user experience…☆10Jul 20, 2024Updated last year
- Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression☆11Jul 28, 2023Updated 2 years ago
- The repository contains the codes linked to the SPICY project (Super-resolution and Pressure from Image Velocimetry)☆12Nov 26, 2025Updated 2 months ago