Michael F. Herbst
I am a tenure-track assistant professor at EPFL with a joint appointment in the Maths and Materials Science institutes.
I run the Mathematics for Materials Modelling research group, where our main interest is the understanding of simulation errors in materials modelling and the development of robust black-box algorithms. In our work we take an interdisciplinary viewpoint somewhere at the boundary of mathematics, solid-state physics and computer science.
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Research interests
My research revolves around the quantum-chemical modelling of atoms, molecules and solids. In particular I am interested in developing efficient and reliable algorithms for the regime of high-throughput screening calculations in the solid state.
For this purpose I collaborate
with application scientists, mathematicians and computer scientists alike
and enjoy taking a mediating role between these communities.
I develop multi-disciplinary codes
such as the Density-Functional ToolKit (DFTK),
which can be used to prototype algorithms on mathematically well-understood
toy problems, but are also performant enough to target computations
on the practical scale.
In this regime my language of choice is Julia.
Research summary...
Teaching activities
Since the beginning of my PhD I have been involved with teaching in multiple undergraduate curricula (mathematics, computer science, chemistry). A particular emphasis of my teaching activities is to straddle the divide between mathematics and the natural sciences. For example, I organised interdisciplinary workshops about the numerics of electronic structure theory and offered joint classes to mathematicians and computational scientists about Julia programming. To reach out to the future generation of scientists I participated in organising summer schools for final year pupils (i.e. Deutsche Schülerakademie). Teaching overview ...