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QS4D: Quantization‐Aware Training for Efficient Hardware Deployment of Structured State‐Space Sequential Models2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
1citations -
QS4D: Quantization-Aware Training for Efficient Hardware Deployment of Structured State-Space Sequential Models2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
0citations -
Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
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 -
A hybrid enrichment strategy for the efficient construction of reduced order models by the proper generalized decomposition0citations
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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 -
Surrogate models in convection-dominated fault systems: considerations for efficient and reliable realizations2026 Computational Geosciences article Physics and Astronomy Model Reduction and Neural Networks Open access
Thomas Simader, Denise Degen, Tobias Meier, Horst Rüter, Florian Wellmann
0citations -
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 -
Report on Efficient Conversational Large Language Models2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Speech and dialogue systems Open access
Cornelius Glackin, Maria Inês Torres, David Thulke, Zoraida Callejas, Marvin Peinado, David Griol, +1 more
0citations -
Efficient state preparation for the Schwinger model with a theta term2025 Physical review. D/Physical review. D. article Computer Science Quantum Computing Algorithms and Architecture Open access
Alexei Bazavov, Brandon Henke, Leon Hostetler, Dean Lee, Huey-Wen Lin, Giovanni Pederiva, +1 more
0citations -
Sparser and Less Efficient Hippocampal-Prefrontal Projections account for Developmental Network Dysfunction in a Model of Psychiatric Risk Mediated by Gene-Environment Interaction2021 Journal of Neuroscience article Neuroscience Neuroscience and Neuropharmacology Research Open access
Lingzhen Song, Xiaxia Xu, Peggy Putthoff, David Fleck, Marc Spehr, Ileana L. Hanganu‐Opatz
14citations -
Sparser and Less Efficient Hippocampal-Prefrontal Projections account for Developmental Network Dysfunction in a Model of Psychiatric Risk Mediated by Gene-Environment Interaction2022 Zenodo (CERN European Organization for Nuclear Research) article Neuroscience Neuroscience and Neuropharmacology Research Open access
Lingzhen Song, Xiaxia Xu, Peggy Putthoff, David Spehr, Ileana L. Hanganu‐Opatz
0citations