| Using explainable machine learning to understand how urban form shapes sustainable mobility F Wagner, N Milojevic-Dupont, L Franken, A Zekar, B Thies, N Koch, ... Transportation Research Part D: Transport and Environment 111, 103442, 2022 | 35 | 2022 |
| PyPSA-Earth. A new global open energy system optimization model demonstrated in Africa M Parzen, H Abdel-Khalek, E Fedotova, M Mahmood, MM Frysztacki, ... Applied Energy 341, 121096, 2023 | 29 | 2023 |
| Gradient-free quantum optimization on NISQ devices L Franken, B Georgiev, S Muecke, M Wolter, N Piatkowski, C Bauckhage arXiv preprint arXiv:2012.13453, 2020 | 12 | 2020 |
| Explorations in Quantum Neural Networks with Intermediate Measurements. L Franken, B Georgiev ESANN, 297-302, 2020 | 12 | 2020 |
| Quantum circuit evolution on nisq devices L Franken, B Georgiev, S Mucke, M Wolter, R Heese, C Bauckhage, ... 2022 IEEE congress on evolutionary computation (CEC), 1-8, 2022 | 6 | 2022 |
| An Open-Source Model of Great Britain's Power System for Simulating Future Energy Scenarios AF Lyden, W Sun, IA Struthers, L Franken, S Hudson, Y Wang, D Friedrich Available at SSRN 4509311, 2023 | 4 | 2023 |
| On the effects of biased quantum random numbers on the initialization of artificial neural networks R Heese, M Wolter, S Mücke, L Franken, N Piatkowski Machine Learning 113 (3), 1189-1217, 2024 | 3 | 2024 |
| Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds B Georgiev, L Franken, M Mukherjee International Conference on Learning Representations 2021, 2021 | 2 | 2021 |
| Assessing the technical potential for underground thermal energy storage in the UK CS Brown, I Kolo, A Lyden, L Franken, N Kerr, D Marshall-Cross, ... Renewable and Sustainable Energy Reviews 199, 114545, 2024 | 1 | 2024 |
| A causal discovery approach to learn how urban form shapes sustainable mobility across continents F Wagner, F Nachtigall, L Franken, N Milojevic-Dupont, RHM Pereira, ... arXiv preprint arXiv:2308.16599, 2023 | 1 | 2023 |
| PyPSA-GB: An open-source model of Great Britain’s power system for simulating future energy scenarios A Lyden, W Sun, I Struthers, L Franken, S Hudson, Y Wang, D Friedrich Energy Strategy Reviews 53, 101375, 2024 | | 2024 |
| Power System Benefits of Simultaneous Domestic Transport and Heating Flexibility in Great Britain's Energy Transition L Franken, A Hackett, J Lizana, I Riepin, R Jenkinson, A Lyden, L Yu, ... 10.5281/zenodo.10781213, 2024 | | 2024 |
| On the Impact of Stable Ranks in Deep Nets B Georgiev, L Franken, M Mukherjee, G Arvanitidis arXiv preprint arXiv:2110.02333, 2021 | | 2021 |
| Quantum Machine Learning. Eine Analyse zu Kompetenz, Forschung und Anwendung C Bauckhage, E Brito, I Daase, L Franken, B Georgiev, D Hecker, ... Fraunhofer IAIS, 2020 | | 2020 |
