Schedule

1 30-Hour Course Schedule

Block Duration Topic
1 5 h Introduction to Julia and thermofluid simulation
2 5 h Project 1: Cooling of a hot steel cube
3 5 h Project 2: Cooling of coffee in a mug
4 5 h Project 3: Heating of water in an L-shaped pipe

2 Introductory Block

Time Activity
0:00–0:45 Julia basics
0:45–1:30 Governing equations
1:30–2:15 Heat equation and finite differences
2:15–3:00 Boundary conditions
3:00–3:45 ODE models and DifferentialEquations.jl
3:45–4:30 Plotting and post-processing
4:30–5:00 Assignment of projects and group setup

3 Generic Project Block

Time Activity
0:00–0:45 Problem formulation and assumptions
0:45–1:30 Governing equations and nondimensional numbers
1:30–2:30 Numerical or ML/PINN implementation
2:30–3:30 Results, plotting, debugging
3:30–4:30 Parameter study and verification
4:30–5:00 Discussion and reporting