kerimcaliskan182 / NavierStokesEqSolnWithPINNView external linksLinks
This Python script solves the Navier-Stokes equations using Physics-Informed Neural Network. This approach enables the modeling of fluid dynamics problems by learning the velocity field and pressure distribution around a cylindrical obstacle in a flow, as is commonly encountered in computational fluid dynamics (CFD).
☆16Mar 19, 2024Updated last year
Alternatives and similar repositories for NavierStokesEqSolnWithPINN
Users that are interested in NavierStokesEqSolnWithPINN are comparing it to the libraries listed below
Sorting:
- Thermodynamics tool for H2O, H2, and CO2☆10May 12, 2023Updated 2 years ago
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆11Feb 25, 2025Updated 11 months ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆43Sep 18, 2022Updated 3 years ago
- Physics-informed neural network for solving fluid dynamics problems☆264Jan 28, 2021Updated 5 years ago
- ☆15Dec 9, 2024Updated last year
- The open-access code of an interpretable machine learning-based method for room temperature prediction in a non-domestic building.☆17Aug 3, 2024Updated last year
- ☆14Dec 12, 2022Updated 3 years ago
- 本项目为北航自然语言处理课程2020秋季学年大作业☆11Dec 28, 2020Updated 5 years ago
- ☆10Nov 14, 2024Updated last year
- ☆10Feb 13, 2024Updated 2 years ago
- Running FreeRTOS on an STM32 Nucleo-C031C6 with Wokwi Simulation in VSCode.☆15Feb 23, 2024Updated last year
- Efficiently solve the 2D heat equation using a Physics-Informed Neural Network (PINN). Simulate and predict temperature distributions wit…☆11Dec 15, 2023Updated 2 years ago
- Repo for RL algorithm design and testing of BCA (building control agent) HVAC on EnergyPlus building energy simulator using Python API/EM…☆11Mar 18, 2022Updated 3 years ago
- Deep Reinforcement Learning by using an on-policy adaptation of Maximum a Posteriori Policy Optimization (MPO)☆16Oct 23, 2021Updated 4 years ago
- Ideal gas simulation in a 3D system at temperature T and volume L^3, where L is the length of the walls.☆13Mar 11, 2022Updated 3 years ago
- ☆20Sep 21, 2022Updated 3 years ago
- Time series behavior analysis (eg. stock)☆12Apr 8, 2021Updated 4 years ago
- 🏛️ Mini-project to implement an MPC controller for a building’s heating system.☆12May 13, 2017Updated 8 years ago
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆17Aug 4, 2024Updated last year
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- ☆60Mar 26, 2025Updated 10 months ago
- Fluid simulation via an optimised implementation of the FLIP (FLuid Implicit Particle) algortihm.☆14May 20, 2022Updated 3 years ago
- Fourier_neural_operator☆16Jan 27, 2023Updated 3 years ago
- A toy Python Adaptive Mesh Refinement code☆18Jun 15, 2018Updated 7 years ago
- ☆18May 25, 2024Updated last year
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆160Jul 16, 2020Updated 5 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆190Apr 7, 2024Updated last year
- GPU-accelerated 3D vortex methods solver with easy GUI☆19Oct 26, 2024Updated last year
- Command line script and Python package to read time-series from the Storm Water Management Model (SWMM) binary output.☆20Dec 16, 2025Updated 2 months ago
- Supplementary material to the paper "An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control".☆18Oct 3, 2024Updated last year
- ☆18Dec 29, 2023Updated 2 years ago
- Moss: A voice assistant using LLM and Langchain which can control your home assistant and chat more.☆30Jul 12, 2025Updated 7 months ago
- This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing t…☆21Jun 26, 2024Updated last year
- a thread-safe logger wirtten with C++11 features.☆21Feb 18, 2018Updated 7 years ago
- MPC controllers for temperature regulation of a building. Graded project for the ETH course "Model Predictive Control".☆20Nov 2, 2021Updated 4 years ago
- The finite-element octree-based earthquake simulator by the Quake Group at Carnegie Mellon☆19Mar 17, 2017Updated 8 years ago
- FV based Navier-Stokes / Transport Equation / Conservation Law Solver for Procedural World Simulation. Designed for CFD learning purposes…☆26Aug 5, 2020Updated 5 years ago
- Hidden Fluid Mechanics in PyTorch☆21Nov 6, 2023Updated 2 years ago