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Awesome List
A curated list of online chemical engineering education resources
GitHub stars and default-branch commits for kevingreenman/awesome-chemical-engineering-education.
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Chemical Process Control
Introduction to Chemical Engineering Analysis
:factory: Educational resources for Chemical and Process Engineering written in Python
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.
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
Fall 2018 - Mathematical Modeling of Chemical Engineering Processes
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
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
Python tutorials for CHBE 355 and 356. Winter 2018 Term 2.
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
Graduate Kinetics for Chemical Engineers
numerical notes for 06-262 at CMU (spring 19)
Materials for the course Machine Learning for Molecular Engineering (MIT Spring 2023).
Unit Operations Laboratory (UMass Lowell, Fall 2020); Profs. Keyvani and de Almeida.
CBE Lab I