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pro vyhledávání: '"Thomas, Brian A."'
We summarize our exploratory investigation into whether Machine Learning (ML) techniques applied to publicly available professional text can substantially augment strategic planning for astronomy. We find that an approach based on Latent Dirichlet Al
Externí odkaz:
http://arxiv.org/abs/2407.02533
Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics
Autor:
Beneke, Grischa, Winkler, Thomas Brian, Raab, Klaus, Brems, Maarten A., Kammerbauer, Fabian, Gerhards, Pascal, Knobloch, Klaus, Mentink, Johan, Kläui, Mathias
Physical reservoir computing (RC) is a beyond von-Neumann computing paradigm that harnesses the dynamical properties of a complex physical system (reservoir) to process information efficiently in tasks such as pattern recognition. This hardware-cente
Externí odkaz:
http://arxiv.org/abs/2403.01877
Magnetic skyrmions are magnetic quasi-particles with enhanced stability and different manipulation mechanisms using external fields and currents making them promising candidates for future applications for instance in neuromorphic computing. Recently
Externí odkaz:
http://arxiv.org/abs/2303.16472
Autor:
Labrie-Boulay, Isaac, Winkler, Thomas Brian, Franzen, Daniel, Romanova, Alena, Fangohr, Hans, Kläui, Mathias
One of the most important magnetic spin structure is the topologically stabilised skyrmion quasi-particle. Its interesting physical properties make them candidates for memory and efficient neuromorphic computation schemes. For the device operation, d
Externí odkaz:
http://arxiv.org/abs/2303.16905
Magnetic Bloch points (BPs) are highly confined magnetization configurations, that often occur in transient spin dynamics processes. However, opposing chiralities of adjacent layers for instance in a FeGe bilayer stack can stabilize such magnetic BPs
Externí odkaz:
http://arxiv.org/abs/2303.10091
Publikováno v:
The Astrophysical Journal, Volume 950, Number 1, 2023
We have reevaluated recent studies of the effects on Earth by cosmic rays (CRs) from nearby supernovae (SNe) at 100 and 50 pc, in the diffusive transport CR case, here including an early-time suppression at lower CR energies neglected in the previous
Externí odkaz:
http://arxiv.org/abs/2301.05757
Publikováno v:
Phys. Rev. Applied 20 (2023) 064021
Magnetic skyrmions are topologically stabilized quasi-particles and are promising candidates for energy-efficient applications, such as storage but also logic and sensing. Here we present a new concept for a multi-turn sensor-counter device based on
Externí odkaz:
http://arxiv.org/abs/2211.05711
The spectacular outbursts of energy associated with supernovae (SNe) have long motivated research into their potentially hazardous effects on Earth and analogous environments. Much of this research has focused primarily on the atmospheric damage asso
Externí odkaz:
http://arxiv.org/abs/2210.11622
Publikováno v:
Res. Notes AAS, 6, 11 (2022)
We summarize the first exploratory investigation into whether Machine Learning techniques can augment science strategic planning. We find that an approach based on Latent Dirichlet Allocation using abstracts drawn from high impact astronomy journals
Externí odkaz:
http://arxiv.org/abs/2203.00713
Autor:
Akl, Mohamed, Thomas, Brian F.
Publikováno v:
In Journal of Hydrology August 2024 639