Fluid Mechanics (SEMEC0143)

• This course provides a basic formation in fluid mechanics for newcomer masters and PhD students. It is a mix of vector calculus, continuum mechanics, conservation laws, incompressible/compressible flows, CFD, and machine learning.

Resources

• CFDPython: 12 steps to N-S equations, by L. Barba

Videos

• General
  • National Committee for Fluid Mechanics Films
• Compressible flows and wave theory
  • Doppler effect
  • Ripple waves in rocket launch
  • Shock waves
  • Shock waves in aerospace applications
  • Sonic boom
  • Volcano shock wave
• Physics-informed and machine learning
  • Machine learning for fluid mechanics
  • Hidden Physics and ML of nonlinear PDEs, by Maziar Raissi

Papers

• Translation of Leonhard Euler’s general principles of the motion of fluids
• Machine learning for fluid mechanics