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The potential of deep learning to reduce complexity in energy system modeling2021 International Journal of Energy Research article Engineering Integrated Energy Systems Optimization Open access
Clara Sophie Köhnen, Jan Priesmann, Lars Nolting, Leander Kotzur, Martin Robinius, Aaron Praktiknjo
15citations -
CompDSE: A Methodology for Design Space Exploration of Computing Subsystems Within Complex Cyber‐Physical Systems2025 IET Cyber-Physical Systems Theory & Applications article Computer Science Embedded Systems Design Techniques Open access
Faezeh Sadat Saadatmand, Todor P. Stefanov, Ignacio González Alonso, Andy D. Pimentel, Benny Åkesson
0citations -
Double-loop importance sampling for McKean–Vlasov stochastic differential equation2024 Statistics and Computing article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raul F. Tempone
9citations -
Subhourly temporal resolution in PV energy system modeling: effects on design, reliability, and computational efficiency2026 Energy Conversion and Management X article Engineering Integrated Energy Systems Optimization Open access
Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Detlef Stolten
0citations -
Performance Made Visible: A Tool-Based Exploration of HPC Applications2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Parallel Computing and Optimization Techniques Open access
Krishna Sai Lakshmi Gayatri Manda, Ayushya Pare, Michael Commer, M. Errenst, Matthias Hellmann, Marc-André Hermanns, +1 more
0citations -
Performance Made Visible: A Tool-Based Exploration of HPC Applications2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Parallel Computing and Optimization Techniques Open access
Krishna Sai Lakshmi Gayatri Manda, Ayushya Pare, Michael Commer, M. Errenst, Matthias Hellmann, Marc-André Hermanns, +1 more
0citations -
Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure2022 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access
Benedikt Feldotto, Jochen Martin Eppler, Cristian Jimenez-Romero, christopher bignamini, Carlos Enrique Gutierrez, Ugo Albanese, +16 more
14citations -
Quantum annealing for hard 2-satisfiability problems: Distribution and scaling of minimum energy gap and success probability2022 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Vrinda Mehta, Fengping Jin, Hans A. De Raedt, Kristel F. L. Michielsen
11citations -
gpuZoo: Cost-effective estimation of gene regulatory networks using the Graphics Processing Unit2022 NAR Genomics and Bioinformatics article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
Marouen Ben Guebila, Daniel C. Morgan, Kimberly Glass, Marieke L. Kuijjer, Dawn Lisa DeMeo, John Quackenbush
8citations -
NESTML: a generic modeling language and code generation tool for the simulation of spiking neural networks with advanced plasticity rules2025 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access
Charl Linssen, Pooja N. Babu, Jochen Martin Eppler, Luca Koll, Bernhard Rumpe⋆, Abigail Morrison
8citations -
Integrated patient-to-room and nurse-to-patient assignment in hospital wards2025 OR Spectrum article Health Professions Healthcare Operations and Scheduling Optimization Open access
Tabea Brandt, Tom Lorenz Klein, Melanie Reuter-Oppermann, Fabian Schäfer, Clemens Thielen, Maartje van de Vrugt, +1 more
6citations