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Videos and lecture series

seed

Lecture series and playlists worth the time. Marked seed because this is a personal list that grows by use — the entries below are the ones already referenced elsewhere on the site or held in the course archive.

Fluids and CFD

Series Covers
Cimbala — fluid mechanics lecture series Undergraduate fluids, thorough and well-paced
Compressible flow lecture series Shocks, nozzles, characteristics
Milovan Perić — CFD Finite volume, practical solver behaviour
Lorena Barba — CFD Python / AeroPython 12 steps to Navier–Stokes; panel methods in notebooks
Antony Jameson — recent lectures Shape optimization, adjoints — also in the archive under Others/Jameson

Turbulence

Archive folders Others/Turbulence_JCM and Others/UMD_Turb hold lecture notes rather than video; the turbulence pages cite them directly.

Dynamical systems, data-driven methods

Series Covers
Steve Brunton — control, dynamical systems, data-driven science The standard entry point for DMD, POD, SINDy, control
Brunton & Kutz — Data-Driven Science and Engineering companion videos Pairs with the book
Andrew Ning — deep learning for engineers Engineering-oriented ML

Rotorcraft and wind energy

Series Covers
Rotary-wing course material (archive Others/2015RotaryWing) Blade element theory, rotor wake
Lakshmi Sankar — helicopter aerodynamics (archive Others/LN_Shankar) Rotorcraft aerodynamics

Robotics and SLAM

Series Covers
Cyrill Stachniss — SLAM and mobile robotics The reference lecture series for SLAM

Hypersonics and propulsion

Series Covers
Javier Urzay — hypersonics High-enthalpy flow, real-gas effects

How to use this page

A playlist is worth listing here only once it has earned it — after you have actually worked through part of it and would send someone else. Otherwise it belongs in the private planning document, not on the site.

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