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Collection of Matlab codes to solve typical CRE (Chemical Reaction Engineering) problems

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.

This study explores using RL for CSTR control, assessing effectiveness vs. traditional controllers (PID, MPC). RL learns optimal behavior to maximize rewards, outperforming NMPC with exploration and lower computational load.

An interactive app for studying dynamic and multiple steady-state behavior of CSTR.

Autonomous Systems Training Environment

Simple models for simulating reactive flows

This is my final project of the course "Process Control" that I managed to get full GPA marks on my 4th year of bachelor's chemical engineering program at sharif university of technology.

[stable] Safe and efficient creation of "CStr" with zero-byte checking and support for concatenating multiple values.

Python Library for Calculating Chemical Equilibrium and Simulate Reactors

Mathematical modelling for engineering

AI-powered CSTR simulator and multi-objective optimizer using surrogate neural networks (MLP, LSTM/GRU, CNN), NSGA-II, Dash, FastAPI and TensorFlow.

A better macro for working with C string

Simulator gated AI fault diagnosis and action selection for chemical process control.

PI temperature control of a non-isothermal CSTR using Python and Optuna

APP - DTR in Chemical Engineering

Multi-phase modern control project: modelling, analysis, and control of a non-isothermal CSTR reactor.

MATLAB simulation of a nonlinear CSTR and transfer-function identification from cooling-water step-response data.

BMP Monitor is a Python/Flask system for real-time monitoring and analysis of bench-scale CSTR biodigesters for BMP assays, with PID control, data storage, gas calculations, and support for simulation or ESP32/Arduino integration.