Philippe Schwaller

EPFL SB ISIC LIAC
CH J2 492 (Bâtiment CH)
Station 6
CH-1015 Lausanne

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Administrative data

Teaching & PhD

PhD Programs

Doctoral Program in Chemistry and Chemical Engineering

Doctoral program in computer and communication sciences

Courses

Advanced general chemistry I

This course comprises of two parts. The bases of the thermodynamics of equilibria and of the kinetics of reactions are introduced. The first notions of quantum chemistry on electrons and bonds, exemplified in organic chemistry, are presented in the second part.

AI for chemistry

(Coursebook not yet approved by the section)

Introduction to the ChemInfo ELN of ISIC

This course will be on Electronic Laboratory Notebooks and is aimed at (future) users. Multiple electronic lab notebooks exists. The course will focus on the Cheminfo tools (https://eln.epfl.ch/).

AI in chemistry and beyond:Highlights in the field

Should have expertise in chemistry, physics or lite and material sciences. Although a very good knowledge in Al-based algorithms is required to fully understand the technical details, a basic knowledge is sufficient to understand the potential of these methods and their applications

Lecture series on scientific machine learning

This lecture presents ongoing work on how scientific questions can be tackled using machine learning. Machine learning enables extracting knowledge from data computationally and in an automatized way. We will learn on examples how this is influencing the very scientific method.