Week 1.6

Uncertainty Propagation

• Book theory: Overview

  • Transforming Random Variables

  • Mean and Variance Propagation Laws

  • Linear Propagation of Mean and Covariance

  • Monte Carlo Simulations for Uncertainty Propagation

• Lecture slides

• Collegerama recording (TU Delft login required)

• Workshop assignment: Pipe Dreams

  • Mean and Variance Propagation

• Group assignment: Icy Dicey Propagation

  • Icy Dicey Propagation

  • Report

Programming:

Large Language Models

• Book chapters

  • Effective Prompting

  • Generating Code Exercise

  • Debugging Errors Exercise

  • The Importance of Human-in-the-Loop

• Programming Assignment: BotHeat.py

  • Activating GitHub Copliot in VS Code

  • Programming a Thermostat with AI

Python in .py files

• Programming Assignment: BotHeat.py

  • Python Scripts in VS Code