Slides

Lecture slides for each day of the course. HTML decks open in the browser (press S for speaker view, ? for shortcuts).

Part 1: Data-Driven Foundations

Day	Topic	Slides
1	Data-Driven Modelling	HTML
2	Latent Variable Methods	HTML
3	Nonlinear and ML Models	HTML

Part 2: Computational Fluid Dynamics

Slides are in PDF format.

Day	Topic	Slides
4	CFD Fundamentals	Part I: CFD fundamentals · Part II: Hands-on experiments / lab demonstrations · Fluent simulation demonstration
5	Advanced Multiphase Flows	Part III: Multiphase flow modelling · Part IV: Case studies · Multi-scale CFD applied to an FCC riser · Process design using CFD