Papers matching “neural network emulation” 60
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Neural Network Constraints on the Cosmic-Ray Ionization Rate and Other Physical Conditions in NGC 253 with ALCHEMI Measurements of HCN and HNC2024 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Erica A. Behrens, Jeffrey G. Mangum, S. Viti, Jonathan Holdship, Ko-Yun Huang, Joshua Butterworth, +11 more
13citations -
A Digital Twin Network for Computational Neuroscience Simulators: Exploring Network Architectures for Acceleration of Biological Neural Network Simulations2citations
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Data from: Accelerating greenhouse gas retrievals with neural network-based forward models2026 Zenodo (CERN European Organization for Nuclear Research) dataset Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more
0citations -
Data from: Accelerating greenhouse gas retrievals with neural network-based forward models2026 Zenodo (CERN European Organization for Nuclear Research) dataset Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more
0citations -
CosmicNet II: emulating extended cosmologies with efficient and accurate neural networks2022 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Sven Günther, Julien Lesgourgues, Georgios Samaras, Nils Schöneberg, Florian Stadtmann, Christian Fidler, +1 more
34citations -
RTFAST-Spectra: emulation of X-ray reverberation mapping for active galactic nuclei2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access
Benjamin Ricketts, Daniela Huppenkothen, Matteo Lucchini, Adam Ingram, Guglielmo Mastroserio, Matthew Ho, +1 more
0citations -
From neuromorphic to neurohybrid: transition from the emulation to the integration of neuronal networks2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access
Ugo Bruno, Anna Mariano, Daniela Rana, Tobias Gemmeke, Simon Musall, Francesca Santoro
22citations -
Reversible training of waveguide-based AND/OR gates for optically driven artificial neural networks using photochromic molecules2021 Journal of Physics D Applied Physics article Computer Science Neural Networks and Reservoir Computing Open access
Seon‐Young Rhim, Giovanni Ligorio, Felix Hermerschmidt, Michael Pätzel, Martin Herder, Stefan Hecht, +1 more
7citations -
Quantitative modelling of type Ia supernovae spectral time series: constraining the explosion physics2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Gamma-ray bursts and supernovae Open access
M. Magee, Louis Siebenaler, K. Maguire, K. Ackley, Thomas L. Killestein
4citations