Python Bootcamp 2c @LearnChemE

Uploaded August 2024 | Updated September 2026, 2 weeks ago

The second video in the second series of a Python Bootcamp. See the entire bootcamp here: learncheme.com/bootcamps/Python-bootcamp-1

0:00 Optimization
2:05 Golden Section search
11:48 Optimization - minimum and maximum
17:07 Find maximum or minimum with multiple variables
21:00 Example: optimal grain bin design
31:39 Curve-fitting - polynomial regression
39:21 Multilinear regression
58:41 Multilinear regression using the statsmodel module
1:05:02 Non-linear regression

Made by David Clough, professor emeritus at the University of Colorado Boulder, Department of Chemical & Biological Engineering.

Adiabatic Flame Temperature (Interactive Simulation)

$Solid-Liquid Phase Diagram Example Organized by textbook: https://learncheme.com/ 1.0 kg of liquid of Si and Mg with a Si mole fraction of 0.80 is cooled until 0.20 kg of liquid remains. The phases present and their amounts are calculated. Made by faculty at the University of Colorado Boulder, Department of Chemical & Biological Engineering. Check out our Materials Science playlist: https://www.youtube.com/playlist?list=PLC9CE6BFBB0D003CD Are you using a textbook? Check out our website for screencasts organized by popular textbooks: https://learncheme.com/screencasts/materials-science/ Check out our website for interactive materials science simulations: https://learncheme.com/simulations/materials-science/$

Conduction through a Composite Wall (Interactive Simulation)

Reversible Adiabatic Expansion or Compression (Interactive Simulation)