Using explainable machine learning to understand how urban form shapes sustainable mobility
Wagner, Felix, Milojevic-Dupont, Nikola, Franken, Lukas, Zekar, Aicha, Thies, Ben, Koch, Nicolas, Creutzig, Felix
Published in Transportation research. Part D, Transport and environment (01.10.2022)
Published in Transportation research. Part D, Transport and environment (01.10.2022)
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Journal Article
Power system benefits of simultaneous domestic transport and heating demand flexibility in Great Britain’s energy transition
Franken, Lukas, Hackett, Andy, Lizana, Jesus, Riepin, Iegor, Jenkinson, Ryan, Lyden, Andrew, Yu, Lucy, Friedrich, Daniel
Published in Applied energy (01.01.2025)
Published in Applied energy (01.01.2025)
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Journal Article
On the effects of biased quantum random numbers on the initialization of artificial neural networks
Heese, Raoul, Wolter, Moritz, Mücke, Sascha, Franken, Lukas, Piatkowski, Nico
Published in Machine learning (01.03.2024)
Published in Machine learning (01.03.2024)
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Journal Article
PyPSA-Earth. A new global open energy system optimization model demonstrated in Africa
Parzen, Maximilian, Abdel-Khalek, Hazem, Fedotova, Ekaterina, Mahmood, Matin, Frysztacki, Martha Maria, Hampp, Johannes, Franken, Lukas, Schumm, Leon, Neumann, Fabian, Poli, Davide, Kiprakis, Aristides, Fioriti, Davide
Published in Applied energy (01.07.2023)
Published in Applied energy (01.07.2023)
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Journal Article
On the Impact of Stable Ranks in Deep Nets
Georgiev, Bogdan, Franken, Lukas, Mukherjee, Mayukh, Arvanitidis, Georgios
Year of Publication 05.10.2021
Year of Publication 05.10.2021
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Journal Article
On the effects of biased quantum random numbers on the initialization of artificial neural networks
Heese, Raoul, Wolter, Moritz, Mücke, Sascha, Franken, Lukas, Piatkowski, Nico
Year of Publication 30.08.2021
Year of Publication 30.08.2021
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Journal Article
Quantum Circuit Evolution on NISQ Devices
Franken, Lukas, Georgiev, Bogdan, Mucke, Sascha, Wolter, Moritz, Heese, Raoul, Bauckhage, Christian, Piatkowski, Nico
Published in 2022 IEEE Congress on Evolutionary Computation (CEC) (18.07.2022)
Published in 2022 IEEE Congress on Evolutionary Computation (CEC) (18.07.2022)
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Conference Proceeding
Quantum Circuit Evolution on NISQ Devices
Franken, Lukas, Georgiev, Bogdan, Mücke, Sascha, Wolter, Moritz, Heese, Raoul, Bauckhage, Christian, Piatkowski, Nico
Published in arXiv.org (23.05.2022)
Published in arXiv.org (23.05.2022)
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Paper
Journal Article
Using machine learning to understand causal relationships between urban form and travel CO2 emissions across continents
Wagner, Felix, Nachtigall, Florian, Franken, Lukas, Milojevic-Dupont, Nikola, Pereira, Rafael H. M, Koch, Nicolas, Runge, Jakob, Gonzalez, Marta, Creutzig, Felix
Year of Publication 31.08.2023
Year of Publication 31.08.2023
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Journal Article
Local Energy Markets in Energy Communities and Their Impact on Energy Poverty
Andoni, Merlinda, Couraud, Benoit, Robu, Valentin, Norbu, Sonam, Flynn, David, Cherubini, Paolo, Franken, Lukas, Iqbal, Zafar, Kilgour, Jonathan, Kirli, Desen, Papathanasi, Androniki, Webb, Lynda, Djokic, Sasa, Friedrich, Daniel, Goddard, Nigel, Kiprakis, Aristides, Krumdieck, Susan
Published in 2024 International Conference on Renewable Energies and Smart Technologies (REST) (27.06.2024)
Published in 2024 International Conference on Renewable Energies and Smart Technologies (REST) (27.06.2024)
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Conference Proceeding
Enhancing Access to Affordable Energy Through Peer-to-Peer Automated Negotiations
Couraud, Benoit, Robu, Valentin, Andoni, Merlinda, Norbu, Sonam, Franken, Lukas, Paolo, Cherubini, Webb, Lynda, Kirli, Desen, Friedrich, Daniel, Iqbal, Zafar, Papathanasi, Androniki, Kilgour, Jonathan, Franquet, Erwin, Rozier, Yann, Pennucci, Roberta, Goddard, Nigel, Kumdrieck, Susan, Djokic, Sasa, Kiprakis, Aristides, Flynn, David
Published in 2024 International Conference on Renewable Energies and Smart Technologies (REST) (27.06.2024)
Published in 2024 International Conference on Renewable Energies and Smart Technologies (REST) (27.06.2024)
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Conference Proceeding
PyPSA-Earth. A New Global Open Energy System Optimization Model Demonstrated in Africa
Parzen, Maximilian, Abdel-Khalek, Hazem, Fedorova, Ekaterina, Matin Mahmood, Frysztacki, Martha Maria, Hampp, Johannes, Franken, Lukas, Schumm, Leon, Neumann, Fabian, Poli, Davide, Kiprakis, Aristides, Fioriti, Davide
Published in arXiv.org (10.09.2022)
Published in arXiv.org (10.09.2022)
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Paper
Journal Article
On the Impact of Stable Ranks in Deep Nets
Georgiev, Bogdan, Franken, Lukas, Mukherjee, Mayukh, Arvanitidis, Georgios
Published in arXiv.org (05.10.2021)
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Published in arXiv.org (05.10.2021)
Paper
Using machine learning to understand causal relationships between urban form and travel CO2 emissions across continents
Wagner, Felix, Nachtigall, Florian, Franken, Lukas, Milojevic-Dupont, Nikola, Pereira, Rafael H M, Koch, Nicolas, Runge, Jakob, Gonzalez, Marta, Creutzig, Felix
Published in arXiv.org (15.12.2023)
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Published in arXiv.org (15.12.2023)
Paper