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A Comprehensive Comparative Study of Active Learning Schemes for Nanophotonics Design

open access: yesAdvanced Intelligent Discovery, EarlyView.
Active learning (AL) strategies are benchmarked for the binary design of planar multilayer nanophotonic structures. Factorization machines combined with quantum annealing (QA) become effective as dimensionality increases. Hybrid QA provides the strongest results for 100‐layer problems, highlighting the importance of optimization method selection in ...
Serang Jung   +10 more
wiley   +1 more source

An Integrated Multidimensional Framework for Hospital Performance Assessment: Design and Application in Romanian Public Hospitals. [PDF]

open access: yesHealthcare (Basel)
Dobre CE   +7 more
europepmc   +1 more source

Unraveling the coastal marine plastisphere archaeome. [PDF]

open access: yesNat Commun
Li C   +16 more
europepmc   +1 more source
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Nonlinear stochastic modelling with Langevin regression

Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2021
Georgios Rigas   +2 more
exaly  

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