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.
☆18Jun 25, 2024Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing t…☆22Jun 26, 2024Updated last year
- Spring 2024 - Data Science and Machine Learning in Chemical Engineering☆12Feb 14, 2024Updated 2 years ago
- [Chemical Engineering Research and Design] This work serves as a first step to develop a foundation model for generic chemical reactor mo…☆16Mar 21, 2026Updated 3 weeks ago
- Date of Concorde In January of the year 1976 after 29 years of the first to penetrate to the speed of sound military aircraft jet - Two C…☆10Feb 11, 2017Updated 9 years ago
- An RNN-based reinforcement learning model☆11Jun 29, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Easy determine UNIFAC Groups☆13Oct 13, 2025Updated 6 months ago
- "Just as the arts of tanning and dyeing were practiced long before the scientific principles upon which they depend were known, so also t…☆12Jun 30, 2019Updated 6 years ago
- Examples using MATLAB and Python together☆10Mar 22, 2021Updated 5 years ago
- This project is about implementing an LQG algorithm on a missile whose state model is partially unstable and implementing Guidance Naviga…☆10Jul 26, 2021Updated 4 years ago
- A graph attention network based model for predicting atomic partial charges in metal-organic frameworks.☆13Aug 26, 2025Updated 7 months ago
- Text mining synthesis information in metal organic framework☆13Aug 25, 2021Updated 4 years ago
- Neural Network Crystal Synthesizability Predictor (NNCSP)☆11Aug 29, 2024Updated last year
- Easily typeset Control Block Diagrams and Signal Flow Graphs with TikZ/PGF☆12Feb 3, 2021Updated 5 years ago
- This project uses reinforcement learning (RL) to tune PID controllers for a nonlinear mass-spring-damper system. It applies the TD3 algor…☆17Dec 5, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Lightroom plugin suggests keywords of photo for you and adds additional metadata based on Azure Vision Service☆13Sep 10, 2022Updated 3 years ago
- By using python 3.6 and google recognizer and ffmpeg it will convert video file like mp4 to audio file like mp3 and also convert 3gp file…☆13Jan 30, 2019Updated 7 years ago
- This is the simulation for a novel methodology for controlling Quadrotor Unmanned Aerial Vehicles in Matlab/Simulink. A comparison with S…☆17May 24, 2024Updated last year
- Reinforcement learning implementation of HVAC controller☆12Jun 22, 2018Updated 7 years ago
- hCNN: Hybrid Neural Network (Hybrid-NN), a MATLAB NN toolbox that supports complex valued data and insertion of Signal Processing Modules…☆13Mar 23, 2024Updated 2 years ago
- Functional & Object-Oriented programs to rule all distillation columns! based on McCabe-Thiele method☆10Jul 31, 2025Updated 8 months ago
- Code for MAE 423 Heat Transfer (Fall 2019-20).☆16Jan 15, 2020Updated 6 years ago
- multiple input, multiple output support vector regression☆15May 7, 2015Updated 10 years ago
- Python code for the paper Bayesian Optimization of Nanoporous Materials.☆23Mar 3, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Input/Output functions for pre- and post-processing SWAT (hydrological model) files in R☆11May 20, 2017Updated 8 years ago
- Python package for flexible generation of D-optimal experimental designs☆12Jun 6, 2023Updated 2 years ago
- Methods for creating watershed discretizations for use in hydrological modeling or analysis. Examples use the SUMMA modeling Framework.☆12Mar 29, 2024Updated 2 years ago
- The Tandem Tool (T3) for automated chemical kinetic model development☆14Updated this week
- Urban flood modeling and forecasting with deep neural operator and transfer learning (https://doi.org/10.1016/j.jhydrol.2025.133705)☆16Sep 22, 2025Updated 6 months ago
- Pothole Recognition using YOLO4☆12Apr 22, 2022Updated 3 years ago
- CartPole-v0 via PPO with GAE, PyTorch☆21Feb 10, 2019Updated 7 years ago
- A Python library designed to swiftly and effortlessly obtain the UNIFAC-like groups from molecules by their names and subsequently integr…☆31Oct 24, 2025Updated 5 months ago
- Hierarchy of parameterized Smoothed Particle Hydrodynamics models trained with mixed mode AD and Sensitivity Analysis (SA)☆13Sep 9, 2022Updated 3 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.
- Forecast of World's CO2 Emissions using ARIMA and LSTM Models☆10Nov 7, 2022Updated 3 years ago
- Prediction of turbulent heat transfer using convolutional neural networks (CNNs)☆22Jan 22, 2023Updated 3 years ago
- vHLLE : a 3D viscous hydrodynamic code for heavy ion collision modeling☆14Mar 13, 2026Updated last month
- Use 3D visualization software Mayavi to visualize VASP POSCAR file.☆35Jun 26, 2023Updated 2 years ago
- Automatically test chemical kinetic models using experimental data☆21Feb 27, 2022Updated 4 years ago
- Univariate_ARIMA_models, ARCH/GARCH Volatility Forecasting models, VAR model for macro fundamentals forecasts☆16Jan 25, 2021Updated 5 years ago
- Package for analysing particles in electron microscopy data sets.☆20Jun 16, 2025Updated 9 months ago