Program

Schedule (PDF)

Lectures and topics

KYLE CRANMER (NYU)
Statistics and Machine Learning video
Slides
GILLES LOUPPE (Liege U.)
Statistics and Machine Learning Tutorial video
Lecture 1: Fundamentals of machine learning
Lecture 2: Neural networks
Lecture 3: Generative models
GitHub

RAPHAEL FLAUGER (UC San Diego)
The Cosmic Microwave Background video
Slides lecture 5

JERNEJ KAMENIK (Ljubljana U.)
Flavour Physics and CP Violation video

ALEX POMAROL (UAB & IFAE, Barcelona)
Effective Theories Beyond the Standard Model video
Outline:
1) EFT before the SM:
— EFTs and first applications: QED, Chiral Lagrangian & Gravity
— Accidental symmetries, consistency of the EFTs & no-lose theorems for discovery, naturalness issues and UV-completions
2) The SM as an EFT & reasons for improvements
3) EFT beyond the SM:
— Strong CP problem and solutions
— Hierarchy problem and solutions

JAVIER REDONDO (Zaragoza U.)
Axions video
Lecture Notes
Slides

GREGORY SOYEZ (IPhT Saclay)
QCD and Collider Physics video
List of References