Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Byshkin, Maksym"'
Autor:
Borysenko, Oleksandr, Byshkin, Maksym
Publikováno v:
Borysenko, O., Byshkin, M. CoolMomentum: a method for stochastic optimization by Langevin dynamics with simulated annealing. Sci Rep 11, 10705 (2021)
Deep learning applications require global optimization of non-convex objective functions, which have multiple local minima. The same problem is often found in physical simulations and may be resolved by the methods of Langevin dynamics with Simulated
Externí odkaz:
http://arxiv.org/abs/2005.14605
Autor:
Bore, Sigbjørn Løland, Kolli, Hima Bindu, De Nicola, Antonio, Byshkin, Maksym, Kawakatsu, Toshihiro, Milano, Giuseppe, Cascella, Michele
Publikováno v:
J. Chem. Phys. 152, 184908 (2020)
Hybrid particle-field methods are computationally efficient approaches for modelling soft matter systems. So far applications of these methodologies have been limited to constant volume conditions. Here, we reformulate particle-field interactions to
Externí odkaz:
http://arxiv.org/abs/2003.05824
The methods of statistical physics are widely used for modelling complex networks. Building on the recently proposed Equilibrium Expectation approach, we derive a simple and efficient algorithm for maximum likelihood estimation (MLE) of parameters of
Externí odkaz:
http://arxiv.org/abs/1901.00533
Publikováno v:
Scientific Reports | (2018) 8:11509 https://www.nature.com/articles/s41598-018-29725-8
A major line of contemporary research on complex networks is based on the development of statistical models that specify the local motifs associated with macro-structural properties observed in actual networks. This statistical approach becomes incre
Externí odkaz:
http://arxiv.org/abs/1802.10311
Autor:
Borysenko, Oleksandr1 alessandro.borisenko@gmail.com, Byshkin, Maksym2
Publikováno v:
Scientific Reports. 5/21/2021, Vol. 11 Issue 1, p1-8. 8p.
Autor:
Chakraborty, Manajit1 (AUTHOR) manajit.chakraborty@usi.ch, Byshkin, Maksym1 (AUTHOR), Crestani, Fabio1 (AUTHOR)
Publikováno v:
PLoS ONE. 12/3/2020, Vol. 15 Issue 12, p1-28. 28p.
Akademický článek
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Autor:
Byshkin, Maksym1 maksym.byshkin@usi.ch, Stivala, Alex2, Mira, Antonietta1, Krause, Rolf1, Robins, Garry2, Lomi, Alessandro alessandro.lomi@usi.ch
Publikováno v:
Journal of Statistical Physics. Nov2016, Vol. 165 Issue 4, p740-754. 15p.
We describe a secondary analysis of an interhospital patient transfer network, in which the nodes represent hospitals and the directed arcs between them represent transfers of critically ill patients. There are over 3000 nodes (hospitals) in this net
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::49e7371b9042814f6e87f7b9fac82bfe