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A system for assigning and grading notebooks
Chemical Process Control
Clapeyron provides a framework for the development and use of fluid-thermodynamic models, including SAFT, cubic, activity, multi-parameter, and COSMO-SAC.
A Python package for chemical engineering
Introduction to Chemical Engineering Analysis
pychemqt intended as a free software tool for calculation and design of unit operations in chemical engineering. The goal is to obtain an equivalent free software to CHEMCAD or hysys. It is written in python using qt as graphics libraries, so is cross-platform.
:factory: Educational resources for Chemical and Process Engineering written in Python
Introduction to Python for Chemical Engineers (crash course with additional resources)
Introduction to Numerical Methods and Statistics with Jupyter Notebooks & Python
Computational Methods in Nuclear Chemical Engineering (Cortix Tech); Dr. Valmor F. de Almeida.
CHBE 356 - Process Dynamics and Control
Process Operations
This repo contains course materials for "AI for Chemical Engineers", an AI/ML literacy course that was designed to be accessible and appealing to all junior and senior ChemE undergraduate and graduate students.
OpSim is an open source Chemical Engineering Process Simulator with a user friendly drag-and-drop graphical user interface and an underlying high performance simulation engine.
Materials for the course Machine Learning for Molecular Engineering (3/7/10/20.C01/C51)
Code Repository for ChE 197 and ChE 297, machine learning courses for Chemical Engineers at UP Diliman
Data science and machine learning in chemical engineering
Course notes for the CMU course 06-262 Math Methods of Chemical Engineering (ODE's, linear algebra, PDEs, stats) in the form of jupyter notebooks
Classic problems in chemical engineering solved with matlab
Course repository for 06-640 - Molecular simulation
Advanced Chemical Engineering Thermodynamics
Process Dynamics Engine (PDE) is an online, real-time simulator for process control models described by transfer functions or state space representations.
Fall 2018 - Mathematical Modeling of Chemical Engineering Processes
Computational Chemistry
Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University
CBE 30338 Chemical Process Control
Materials for the course Machine Learning for Molecular Engineering (MIT Spring 2021).
Material for Data Driven Process Systems Engineering Course
Process Control Laboratory
Course repository for 06-623