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cs.MS2021
AbstractDifferentiation.jl: Backend-Agnostic Differentiable Programming in Julia
Frank Schäfer, Mohamed Tarek, Lyndon White +1
No single Automatic Differentiation (AD) system is the optimal choice for all problems. This means informed selection of an AD system and combinations can be a problem-specific var…
quant-ph2021★ 18 cited
Control of Stochastic Quantum Dynamics by Differentiable Programming
Frank Schäfer, Pavel Sekatski, Martin Koppenhöfer +2
Control of the stochastic dynamics of a quantum system is indispensable in fields such as quantum information processing and metrology. However, there is no general ready-made appr…