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Surrogate models in convection-dominated fault systems: considerations for efficient and reliable realizations2026 Computational Geosciences article Engineering Reservoir Engineering and Simulation Methods Open access
Thomas Simader, Denise Degen, Tobias Meier, Horst Rüter, Jan Florian Wellmann
0citations -
Impact of model parametrization and formulation on the explorative power of electricity network congestion management models - Insights from a grid model comparison experiment2022 Renewable and Sustainable Energy Reviews article Engineering Electric Power System Optimization Open access
Hannes Hobbie, Jonas Mehlem, Christina Wolff, Lukas Weber, Franziska Flachsbarth, Dominik Möst, +1 more
31citations -
Analog in-memory computing attention mechanism for fast and energy-efficient large language models2025 Nature Computational Science article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
24citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 JuSER (Forschungszentrum Jülich) article Engineering Advanced Memory and Neural Computing Open access
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
0citations -
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller
5citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 Research Square preprint Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan
5citations -
Experimental investigation of efficient and safe heat pump operation with model-based superheat control2025 Journal of Physics Conference Series conference-paper Engineering Refrigeration and Air Conditioning Technologies Open access
Florian Will, Matthias Ellinger, Tim Klebig, Christian Vering, Dirk Müller
1citations