Czech Technical University in Prague, Department of Mathematics

Position ID: CTU-PHDHENRION [#24365, PhD-Henrion]
Position Title: Two Ph.D. positions in polynomial optimization for calculus of variations
Position Type: Student programs
Position Location: Prague, Hlavni mesto Praha 120 00, Czech Republic [map] sort by distance
Subject Areas: optimization, calculus of variations
Application Deadline: none (posted 2024/02/21)
Position Description:    

Applications are open for PhD candidates to join a newly established research group led by Prof. Didier Henrion (https://homepages.laas.fr/henion/) at the Czech Technical University in Prague. These positions are supported by the program OP JAK Roboprox of the Czech Ministry of Education and the European Union.

Our research group, which consists of Prof. Martin Kružík (https://staff.utia.cas.cz/kruzik/) and Dr. Milan Korda (https://homepages.laas.fr/mkorda/), is dedicated to exploring polynomial optimization techniques in applied calculus of variations, in particular in continuum mechanics of solids. Variational methods represent a powerful tool for the analysis and numerics of problems in elasticity, plasticity, or viscoelasticity, where the notion of energy plays a key role. Their analysis often leads to the global minimization of nonconvex objective functions, a challenging task.

As a researcher in our team, you will play a pivotal role in developing a novel, mathematically rigorous approach to modeling and analysis in nonlinear mechanics of solids. Beyond these foundational research goals, there is room for tailoring your focus based on your research interests. Potential avenues of exploration include: dynamical/time-dependent problems in the mechanics of solids, minimizing movements and spatial/temporal discretization. Numerical approaches to minimizing movements play a significant role in these topics because the existence-of-solutions proofs are usually done via semidiscretization in time. This, together with spatial discretization, leads to large-scale but highly structured polynomial optimization problems. Alternative, mesh-free numerical methods based on semidefinite optimization and the moment–sums of squares hierarchy, are also to be investigated and developed. We expect close cooperation with the Polynomial optimization group at LAAS-CNRS in Toulouse on theoretical and numerical aspects of polynomial optimization.

Interested candidates are invited to submit their applications at:

https://forms.gle/Q7Rxn4R4NZFyWZuY7 [selecting Position Reference "01-Ph-Henrion" or "02-PhD-Henrion"]

For further details, please visit https://euraxess.ec.europa.eu/jobs/193413.


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Contact: Prof. Didier Henrion
Email: email address
Postal Mail:
Karlovo náměstí 13
120 00 Prague 2
Web Page: https://www.cvut.cz/en