Explorations in Quantum Neural Networks with Intermediate Measurements. - Lukas Franken; Bogdan Georgiev (ESANN, 2020)

Gradient-free quantum optimization on NISQ devices. - Lukas Franken; Bogdan Georgiev; Sascha Mücke; Moritz Wolter; Nico Piatkowski; Christian Bauckhage (CoRR, 2020)

Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds. - Bogdan Georgiev; Lukas Franken; Mayukh Mukherjee (ICLR, 2021)

On the Impact of Stable Ranks in Deep Nets. - Bogdan Georgiev; Lukas Franken; Mayukh Mukherjee; Georgios Arvanitidis (CoRR, 2021)

Quantum Circuit Evolution on NISQ Devices. - Lukas Franken; Bogdan Georgiev; Sascha Mücke; Moritz Wolter; Raoul Heese; Christian Bauckhage; Nico Piatkowski (CEC, 2022)

A Causal Discovery Approach To Learn How Urban Form Shapes Sustainable Mobility Across Continents. - Felix Wagner 002; Florian Nachtigall; Lukas Franken; Nikola Milojevic-Dupont; Rafael H. M. Pereira; Nicolas Koch; Jakob Runge; Marta Gonzalez; Felix Creutzig (CoRR, 2023)

On the effects of biased quantum random numbers on the initialization of artificial neural networks. - Raoul Heese; Moritz Wolter; Sascha Mücke; Lukas Franken; Nico Piatkowski (Mach. Learn., 2024)

Risk and Reward of Transitioning from a National to a Zonal Electricity Market in Great Britain. - Lukas Franken; Andrew Lyden; Daniel Friedrich (CoRR, 2025)