doomsday4 / PINN-for-CSTRLinks
The application of a Physics Informed Neural Network on modelling the parameters of a Continuously Stirred Tank Reactor, based on the data generated by a Simulink model.
☆13Updated last year
Alternatives and similar repositories for PINN-for-CSTR
Users that are interested in PINN-for-CSTR are comparing it to the libraries listed below
Sorting:
- Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields☆10Updated last year
- matlab files for phd project - design of nonlinear acoustic metamaterial with a chaotic response for low-frequency sound suppresion☆11Updated 7 years ago
- Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning☆22Updated 6 months ago
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆18Updated last year
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆12Updated 2 years ago
- Flow field reconstruction and prediction of the 2D cylinder flow using data-driven physics-informed neural network combined with long sho…☆35Updated 10 months ago
- Hybrid Car Model MATLAB Simulink Simscape☆12Updated 2 years ago
- Model for ELIV Conference 2023☆22Updated last year
- Finite Volume Newman Model of Lithium Ion Batteries written in Python using the FiPy library☆13Updated 5 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Updated 10 months ago
- 全国职业院校技能大赛智能家居安装与维护项目相关开发文件-企想智能家居☆10Updated 5 years ago
- ☆13Updated 9 months ago
- Smart City project - Forecasting and optimizing HVAC system parameters in a large public building.☆12Updated 3 years ago
- This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined w…☆19Updated last year
- ☆17Updated 6 years ago
- Fuhrländer FL2500 2.5MW wind turbine dataset + pre-processing functions R MATLAB☆16Updated 2 years ago
- All-in-one CFD simulation, data processing, and post-processing automation for ANSYS 2020 R1☆18Updated 3 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆10Updated 4 years ago
- Solver for pseudo-2D model of Li-ion battery based on Finite difference Method. Incorporation of JAX for the nonlinear solver.☆13Updated 4 years ago
- Works about Cucker-Smale model and its extensions. =Keywords: ODE, Runge-Kutta methods, SDE, Euler-Maruyama method, NumPy, Matplotlib☆11Updated last year
- ☆10Updated 7 years ago
- The NeuralMAG Project is an open-source neural network framework designed for micromagnetic simulation☆13Updated 11 months ago
- 基于maskrcnn和resnet的茶叶病害识别系统☆11Updated 3 years ago
- ☆24Updated 2 years ago
- Electrochemical lithium-ion battery model of reduced-order to predict unmeasurable cell states for fast charging control in real time. Me…☆44Updated 2 years ago
- The digital twin paradigm that integrates the information obtained from sensor data, physics models, as well as operational and inspectio…☆20Updated 3 years ago
- To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…☆49Updated 2 years ago
- SOC prediction based on battery data.☆19Updated 4 years ago
- A collection of papers and code on fuel cell techniques and its application in distributed energy systems and mobility.☆27Updated 3 years ago
- 大一下写的手写数字识别系统☆11Updated 5 years ago