Projects

Automatic Differentiation of Programs with Discrete Randomness
FS in Collaboration With Gaurav Arya, Moritz Schauer, Ruben Seyer, Alex Lew, Mathieu Huot, Kartik Chandra, Vikash Mansinghka, Jonathan Ragan-Kelley, Chris Rackauckas
Code NeurIPS 2022 ICML 2023 Workshop
Performance Bounds for Quantum Control
FS in Collaboration With Flemming Holtorf, Julian Arnold, Chris Rackauckas, And Alan Edelman
arXiv preprint QCE
Control of (Stochastic) Quantum Dynamics with Differentiable Programming
FS in Collaboration With Pavel Sekatski, Martin Koppenhöfer, Niels Lörch, Christoph Bruder, And Michal Kloc
Code SDE control paper ODE control paper SIAM CSE 2021 talk CMD2020GEFES talk
Automated Data-driven Reconstruction of Physical Properties
FS in Collaboration With Eliska Greplova, Tomoki Hirosawa, Jozef Bucko, František Herman, Rebekka Garreis, Chuyao Tong, Annika Kurzmann, Thomas Ihn, Hideaki Maebashi, Hiroyasu Matsuura, And Masao Ogata
Phys. Rev. Applied J. Phys. Soc. Jpn.
Machine Learning for Phase Transitions
FS in Collaboration With Julian Arnold, Flemming Holtorf, Eliska Greplova, Agnes Valenti, Martin Zonda, Axel Lode, Gregor Boschung, Sebastian Huber, And Niels Lörch
Code PRE NJP PRResearch PRX NeurIPS Workshop
Spectral Structure and Many-Body Dynamics of Ultracold Bosons in a Double Well
FS in Collaboration With Laurent De Forges De Parny, Miguel Bastarrachea, Axel Lode, And Andreas Buchleitner
Entropy bwHPC proceeding Master thesis
Cooperative Scattering of Scalar Waves by Optimized Configurations of Point Scatterers
FS in Collaboration With Felix Eckert and Thomas Wellens
PDF Bachelor thesis