Lenka Zdeborová

EPFL SB IPHYS SPOC1
BSP 722 (Cubotron UNIL)
Rte de la Sorge
1015 Lausanne

Web site:  Web site:  https://www.epfl.ch/labs/spoc/

EPFL IC IINFCOM SPOC2
BC 405 (Bâtiment BC)
Station 14
1015 Lausanne

Web site:  Web site:  https://sph.epfl.ch/

Web site:  Web site:  https://sin.epfl.ch

Web site:  Web site:  https://ssc.epfl.ch

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Administrative data

Teaching & PhD

Teaching

Physics

Computer Science
Communication Systems

Courses

Data analysis for Physics

This lecture will introduce the basics of data analysis and learning from data, error estimation and stochasticity in physics. Concepts will be introduced theoretically as well as via numerical exercises done in Python.

Machine learning for physicists

(Coursebook not yet approved by the section)

Statistical physics for optimization & learning

(Coursebook not yet approved by the section)

Lecture series on scientific machine learning

(Coursebook not yet approved by the section)