Burgers equation solved by PINN in PyTorch
☆26Oct 1, 2021Updated 4 years ago
Alternatives and similar repositories for PINN-Burgers
Users that are interested in PINN-Burgers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementing physics informed neural networks (PINN) in PyTorch to solve turbulent flows using the Navier-Stokes equations☆29May 17, 2024Updated 2 years ago
- An implementation of the axisymmetric semi-analytical finite element method☆13Mar 27, 2018Updated 8 years ago
- ☆28Dec 21, 2023Updated 2 years ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆16May 27, 2024Updated 2 years ago
- Code for ICML2025 Paper "Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models"☆17Jun 27, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆14Apr 15, 2023Updated 3 years ago
- Deep Learning Detector for High Precision Monitoring of Cell Encapsulation Statistics in Microfluidic Droplets☆15Apr 4, 2023Updated 3 years ago
- A Deep Learning Approach to Solving PDEs: Implementing Neural Networks with Pytorch and Jax☆10Apr 27, 2023Updated 3 years ago
- Implementation of Stochastic Gradient Langevin Dynamics☆13Sep 29, 2018Updated 7 years ago
- ☆10Sep 11, 2019Updated 6 years ago
- Project for dynamic identification and structural health monitoring of real structures using data-based statistical time series analysis☆17Nov 2, 2023Updated 2 years ago
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 4 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Apr 14, 2023Updated 3 years ago
- Physics informed neural network (PINN) for the 1D Heat equation☆23Nov 9, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The SSICOV is a system identification method for structural health monitoring (SHM) using Stochastic Subspace Identification (SSI). It pr…☆18Jan 23, 2026Updated 7 months ago
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆52Sep 12, 2021Updated 4 years ago
- Resample data based on DTW alignment☆10Jun 8, 2017Updated 9 years ago
- Learning Stochastic Dynamics with Statistics-Informed Neural Network☆11Sep 19, 2022Updated 3 years ago
- ☆11Jan 5, 2021Updated 5 years ago
- Official code release for the NeurIPS 2021 article Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time…☆10Nov 17, 2021Updated 4 years ago
- ☆12Feb 2, 2025Updated last year
- Solving Burgers equation using Python☆13May 26, 2020Updated 6 years ago
- This repository provides a PyTorch implementation of the physics informed neural networks by M.Raissi et al.☆11Aug 9, 2021Updated 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.
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆19Jul 28, 2022Updated 4 years ago
- Implementation of PINNs for burger's and Navier-Stokes equation with PyTorch☆11May 23, 2024Updated 2 years ago
- ☆10Mar 5, 2023Updated 3 years ago
- This is the official implementation of "CoPINN: Cognitive Physics-informed Neural Network" (ICML 2025, Spotlight)☆27Apr 12, 2026Updated 4 months ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆76Aug 21, 2024Updated 2 years ago
- GPUCorrel : A GPU accelerated Digital Image Correlation Software written in Python. To cite this Original Software Publication: https://w…☆11Sep 9, 2021Updated 4 years ago
- Persian for LaTeX, using XeTeX☆10Feb 20, 2022Updated 4 years ago
- Source code and audio demos for the paper "Audio Source Separation Using Variational Autoencoders and Weak Class Supervision"☆12Jun 21, 2026Updated 2 months ago
- Basic tutorials of supervised, unsupervised, and reinforcement learning☆26May 5, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A python solver of futoshikis from an image☆11Jul 24, 2023Updated 3 years ago
- ☆18Nov 26, 2024Updated last year
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆22May 5, 2024Updated 2 years ago
- Data Structure & Algorithms using C++ and Java(使用 C++ 和 java 的【数据结构与算法】)☆11Jul 4, 2022Updated 4 years ago
- 深度学习人脸识别用python☆13Jun 12, 2015Updated 11 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆13Nov 13, 2022Updated 3 years ago
- A code based on the Finite Volume Method discretisation of Navier-Stokes equations for simulation of compressible shear layer☆16Oct 17, 2018Updated 7 years ago