Teaching

Computational drug discovery

Graduate course, Goethe University Frankfurt, 2021

• Introduction to MD simulations of proteins and small drug-like molecules.
• Statistical-mechanical theory of binding affinity.
• Binding free energy calculations.
• Kinetic perspectives on binding affinity estimation.

Méthodologie Scientifique

Undergraduate course, Université de Strasbourg, 2017

Elementary calculus, linear algebra, Euclidean geometry, trigonometry, probabilities and statistics.

Biologie Structurale et Modélisation

Graduate course, Université de Strasbourg, 2016

• Introduction to statistical mechanics (microcanonical ensemble, canonical ensemble, free energy, chemical potential).
• Normal mode analysis of protein dynamics (practical session)

Traitement stochastique du signal biomédical

Graduate course, Institut Supérieur des BioSciences (ISBS), 2014

• Spectral analysis: Fourier transform, wavelet transform
• Machine learning: principal component analysis, support vector machines