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Modeling neuron-astrocyte interactions in neural networks using distributed simulation2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access
Han-Jia Jiang, Jugoslava Aćimović, Tiina Manninen, Iiro Ahokainen, Jonas Stapmanns, Mikko Lehtimäki, +4 more
4citations -
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access
Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more
0citations -
Performance and Robustness of Parameter Estimation from Phylogenetic Trees Using Neural Networks2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access
Tianjian Qin, Koen J. van Benthem, Luís Valente, Rampal S. Etienne
6citations -
Uplifting the Complexity of Analysis for Probabilistic Security of Electricity Supply Assessments Using Artificial Neural Networks2024 SSRN Electronic Journal preprint Engineering Power System Reliability and Maintenance Open access
Justin Münch, Jan Priesmann, Marius Reich, Marius Tillmanns, Aaron Praktiknjo, Mario Adam
0citations -
A NEST-based framework unlocks massively parallel simulation of networks of multicompartment neurons with customizable subcellular dynamics2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access
Willem A. M. Wybo, Leander Ewert, Charl Linssen, Pooja N. Babu, Elena Pastorelli, Pier Stanislao Paolucci, +1 more
0citations -
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Premixed Combustion and Engine-like Flame Kernel Direct Numerical Simulation Data2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Dominik Goeb, Tobias Falkenstein, Heinz G. Pitsch
0citations -
Optimizing Binary and Ternary Neural Network Inference on RRAM Crossbars using CIM-Explorer2025 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access
Rebecca Pelke, José Cubero-Cascante, Nils Bosbach, Niklas Degener, Florian Idrizi, Lennart M. Reimann, +2 more
0citations -
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Non-Premixed Combustion on Non-Uniform Meshes and Demonstration of an Accelerated Simulation Workflow2citations
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Parallel Implementation and Performance of Super-Resolution Generative Adversarial Network Turbulence Models for Large-Eddy Simulation2024 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, Peicho Petkov, Temistocle Grenga, Jonathan F. MacArt, Antonio Attili, +2 more
1citations -
From Atoms to Neuronal Spikes: A Multi-Scale Simulation Framework2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Ion channel regulation and function Open access
Vincenzo Carnevale, Thorsten Hater, Nauman Sultan, Giulia Rossetti, Sandra Diaz-Pier, Paolo Carloni
0citations -
NNNN: Neural Networks for Newtonian Noise Mitigation at the Einstein Telescope2026 arXiv (Cornell University) preprint Physics and Astronomy Pulsars and Gravitational Waves Research Open access
Jan Kelleter, Patrick Schillings, Jonathan Kuckert, David Bertram, Markus Bachlechner, A. Stahl, +1 more
0citations