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 | 52 | 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 | 45 | 2023 |
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 | 16 | 2022 |
Explorations in Quantum Neural Networks with Intermediate Measurements. L Franken, B Georgiev ESANN, 297-302, 2020 | 15 | 2020 |
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 |
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 | 7 | 2024 |
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 | 6 | 2024 |
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 | 5 | 2024 |
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 | 5 | 2023 |
Power system benefits of simultaneous domestic transport and heating demand flexibility in Great Britain’s energy transition L Franken, A Hackett, J Lizana, I Riepin, R Jenkinson, A Lyden, L Yu, ... Applied Energy 377, 124522, 2025 | 3 | 2025 |
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 | 2 | 2023 |
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 |
Enhancing Access to Affordable Energy through Peer-to-Peer Automated Negotiations B Couraud, V Robu, M Andoni, S Norbu, L Franken, C Paolo, L Webb, ... 2024 International Conference on Renewable Energies and Smart Technologies …, 2024 | 1 | 2024 |
On the Impact of Stable Ranks in Deep Nets B Georgiev, L Franken, M Mukherjee, G Arvanitidis arXiv preprint arXiv:2110.02333, 2021 | 1 | 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 | 1 | 2020 |
Market Integration Pathways for Enhanced Geothermal Systems in Europe L Franken, E Zeyen, O Angelidis, T Brown, D Friedrich arXiv preprint arXiv:2501.06600, 2025 | | 2025 |
Local Energy Markets in Energy Communities and Their Impact on Energy Poverty M Andoni, B Couraud, V Robu, S Norbu, D Flynn, P Cherubini, L Franken, ... 2024 International Conference on Renewable Energies and Smart Technologies …, 2024 | | 2024 |