SAMOP 2021 – scientific programme

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QI: Fachverband Quanteninformation

QI 14: Quantum Computing in Industry

QI 14.2: Invited Talk

Friday, September 24, 2021, 14:30–15:00, H3

Gate Based Quantum Computing at Volkswagen — •Martin Leib — Data:Lab Volkswagen AG, Munich, Germany

In this talk I will be presenting a compilation of recent projects on the application of and research in gate based quantum computing at Volkswagen Data:Lab.

First, I'll be presenting our newest results concerning our Quantum Optimisation framework where we show how to get rid of the outer learning loop of the Quantum Approximate Optimisation Algorithm (QAOA) as well as a flexible method to investigate analytically the performance of QAOA. All this is presented with an optimisation example from VW's production lines.

Second, I'll be providing first results on an adaption of the QAOA to the realm of quantum machine learning, specifically generative learning.