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Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems2026 JuSER Publikationsportal article Computer Science Parallel Computing and Optimization Techniques Open access
Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven
0citations -
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices2023 Applied Sciences article Computer Science Parallel Computing and Optimization Techniques Open access
Bruno Golosio, José Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, +3 more
10citations -
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices2023 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Parallel Computing and Optimization Techniques Open access
Bruno Golosio, José Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, +3 more
0citations -
Expanding the boundaries of ligand–target modeling by exascale calculations2021 Wiley Interdisciplinary Reviews Computational Molecular Science article Computer Science Computational Drug Discovery Methods Open access
Viacheslav Bolnykh, Giulia Rossetti, Ursula Röthlisberger, Paolo Carloni
19citations -
Data publishing in mechanics and dynamics: challenges, guidelines, and examples from engineering design2025 Data-Centric Engineering article Computer Science Research Data Management Practices Open access
Henrik Ebel, Jan van Delden, Timo Lüddecke, Aditya Borse, Rutwik Gulakala, Marcus Stoffel, +11 more
2citations -
FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams2025 Mechanics Research Communications article Computer Science Advanced Neural Network Applications Open access
Vasileios Polydoras, Saurabh Balkrishna Tandale, Rutwik Gulakala, Marcus Stoffel
2citations -
GPU-accelerated simulations of quantum annealing and the quantum approximate optimization algorithm2022 Computer Physics Communications article Computer Science Quantum Computing Algorithms and Architecture Open access
Dennis Willsch, Madita Willsch, Fengping Jin, Kristel F. L. Michielsen, Hans A. De Raedt
37citations -
Fast Columnar Physics Analyses of Terabyte-Scale LHC Data on a Cache-Aware Dask Cluster2023 Computing and Software for Big Science article Computer Science Distributed and Parallel Computing Systems Open access
N. Eich, Martin Erdmann, P. Fackeldey, Benjamin Fischer, D. Noll, Yannik Alexander Rath
3citations -
Doing More with Less: Accurate and Scalable Ligand Free Energy Calculations by Focusing on the Binding Site2026 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
David Alencar Araripe, Alejandro Díaz‐Holguín, Antti Poso, Gerard J. P. van Westen, Johan Åqvist, Hugo Gutiérrez‐de‐Terán, +1 more
3citations -
Model-based reinforcement learning for hydraulic systems: a PILCO-based control strategy for controlling an inverted hydraulic pendulum2025 International Journal of Dynamics and Control article Computer Science Reinforcement Learning in Robotics Open access
Faras Brumand‐Poor, Paul Wagemann, Timm Geibel, Katharina Schmitz
4citations -
Efficient hybrid multiobjective optimization of pressure swing adsorption2021 Chemical Engineering Journal article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Zhimian Hao, Adrian Caspari, Artur M. Schweidtmann, Yannic Vaupel, Alexei A. Lapkin, Adel Mhamdi
57citations -
Collaborative training of medical artificial intelligence models with non-uniform labels2023 Scientific Reports article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, +3 more
25citations -
Quantum Circuit Discovery for Fault-Tolerant Logical State Preparation with Reinforcement Learning2025 Physical Review X article Computer Science Quantum Computing Algorithms and Architecture Open access
Remmy A. M. Zen, Jan Ollé, Luis Colmenárez, Matteo Ballerini Puviani, Florian Marquardt
5citations