Awesome Chemical Engineering Education

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

Spring 2017 Chemical and Reaction Engineering

:books: Course Materials for CHBE 241 - University of British Columbia :books:

Materials for the course Machine Learning for Molecular Engineering (MIT Spring 2022).

Preliminary notebooks for a laboratory course on measurement and instrumentation.

Host for Content related to "CBE 512: Machine Learning in Chemical Science and Engineering" at Princeton University

Process Operations 2020

Fall 2021 Mathematical Modeling of Chemical Engineering Processes

No description.

Advanced Reaction Engineering

CBE 30338 Chemical Process Control - Continuation

06-625 Chemical and Reactive Systems

Python tutorials for CHBE 355 and 356. Winter 2018 Term 2.

Course materials for CBE 30338/32338 for Spring, 2021

Chemical and Reactive Systems for Fall 2016

Course materials for data visualization and modeling

This repository contains essential python functions for numerical techniques such as root finding, solving ODEs and optimization that are the most commonly used functions by undergraduate students in CHBE.

Basic Computer Programming in Nuclear Chemical Engineering (Cortix Tech); Dr. Valmor F. de Almeida.

Development of Jypiter notebooks for CHBE220

Physical Chemistry for Chemical Engineers

Process Operations