Universitat Politècnica de Catalunya · BarcelonaTech

Computational Engineering (250406) – Course 2024/25 PDF

Contents

Unit 1: The finite volume method Unit 2: Eigenvalue problems Unit 3: Nonlinear problems

Dedication

10h Large group + 5h Medium group + 5h Laboratory classes + 34h Self Study
Total: 54h

Unit 4: Unconstrained optimization Unit 5: Constrained optimization Unit 6: Linear programming Unit 7. Parameter identification 8. Combinatorial and discrete optimization

Dedication

14h Large group + 6h Medium group + 6h Laboratory classes + 45h Self Study
Total: 71h

Unit 9: Monte Carlo simulation and risk analysis Unit 10: Introduction to machine learning

Dedication

4h Large group + 2h Medium group + 2h Laboratory classes + 17h Self Study
Total: 25h