Exercise materials for the Machine Learning in Chemical Engineering (MLCE) course at OVG University Magdeburg in summer 2023.
- Exercise 1. Introduction to Python
- Exercise 2. (Q)SPR modeling for mutagenicity and BCF using KNN
- Exercise 3. Linear and generalized linear regression for thermophysical property prediction
- Exercise 4. Deep Neural Networks for modeling a CCPP
- Exercise 5. Hybrid semi-parametric model of a CSTR