Differentiable Programming

Control of (Stochastic) Quantum Dynamics with Differentiable Programming
Quantum control based on parametrized controllers trained with gradient information computed by (adjoint) sensitivity methods.
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
Control of (Stochastic) Quantum Dynamics with Differentiable Programming