Zobrazeno 1 - 10
of 1 692
pro vyhledávání: '"Smolina, A."'
The use of machine learning to predict wave dynamics is a topic of growing interest, but commonly-used deep learning approaches suffer from a lack of interpretability of the trained models. Here we present an interpretable machine learning framework
Externí odkaz:
http://arxiv.org/abs/2411.11556
Autor:
Hennessey, Eden J., Smolina, Anastasia, Hennessey, Skye, Tassone, Adrianna, Jay, Alex, Ghose, Shohini, Hewitt, Kevin
The lack of diversity in physics remains a persistent worldwide problem. Despite being a quantitative discipline which relies on measurements to construct and validate hypotheses, there remains a paucity of data on both demographics and experiences o
Externí odkaz:
http://arxiv.org/abs/2403.04679
Autor:
Mikhail N. Pankov, Viktoriya S. Smolina, Aleksandra O. Stupina, Inga A. Klassen, Evgeniy A. Spasskiy
Publikováno v:
Журнал медико-биологических исследований, Vol 12, Iss 3, Pp 411-418 (2024)
Cow’s milk is an important food product for humans since it has a complex chemical composition and high nutritional value. Over 140 fatty acids, including linoleic, linolenic and arachidonic acids, were found in milk’s lipid profile. Milk is rich
Externí odkaz:
https://doaj.org/article/9f4f80a19087434495bb0ca60ccd9569
We show how machine learning techniques can be applied for the classification of topological phases in leaky photonic lattices using limited measurement data. We propose an approach based solely on bulk intensity measurements, thus exempt from the ne
Externí odkaz:
http://arxiv.org/abs/2308.14407
Publikováno v:
Phys. Rev. A 108, L061501 (2023)
Localized nonlinear modes at valley-Hall interfaces in staggered photonic graphene can be described in the long-wavelength limit by a nonlinear Dirac-like model including spatial dispersion terms. It leads to a modified nonlinear Schr\"odinger equati
Externí odkaz:
http://arxiv.org/abs/2305.06544
Autor:
Lukas Richter, Irina Smolina, Andrzej Pawlak, Daniela Schob, Robert Roszak, Philipp Maasch, Matthias Ziegenhorn
Publikováno v:
Applied Mechanics, Vol 5, Iss 3, Pp 533-552 (2024)
This paper describes the self-heating effects resulting from mechanical deformation in the additively manufactured aluminium alloy AlSi7Mg0.6. The material’s self-heating effect results from irreversible changes in the material’s microstructure t
Externí odkaz:
https://doaj.org/article/0fd3255bc6f94d3ab665ef1a19a76076
Autor:
Daria Smirnova, Filipp Komissarenko, Anton Vakulenko, Svetlana Kiriushechkina, Ekaterina Smolina, Sriram Guddala, Monica Allen, Jeffery Allen, Andrea Alù, Alexander B. Khanikaev
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-8 (2024)
Abstract The miniaturization of photonic technologies calls for a deliberate integration of diverse materials to enable novel functionalities in chip-scale devices. Topological photonic systems are a promising platform to couple structured light with
Externí odkaz:
https://doaj.org/article/2652074efcb94af183445f836cec4e3d
Autor:
Jennifer Ferris, Alexandra Choi, Brandon Wagar, Jonathan Simkin, Ryan Woods, Ognjenka Djurdjev, Hind Sbihi, Kari Harder, Kate Smolina
Publikováno v:
International Journal of Population Data Science, Vol 9, Iss 5 (2024)
Objective The goal of this project is to explore novel ways to assess chronic disease multimorbidity (co-occurrence of two or more conditions) trends and patterns in the population of British Columbia (BC), Canada. Approach This study included lin
Externí odkaz:
https://doaj.org/article/4fccc041c5b34947a63771fba16ac364
Publikováno v:
In Journal for Nature Conservation December 2024 82
Autor:
Riedel, Juliane Annemieke, Smolina, Irina, Donat, Coline, Svendheim, Linn Hjelmeland, Farkas, Julia, Hansen, Bjørn Henrik, Olsvik, Pål Asgeir
Publikováno v:
In Science of the Total Environment 20 November 2024 952