Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Markos Katsoulakis"'
Publikováno v:
Proceedings, Vol 46, Iss 1, p 27 (2019)
The development of systematic coarse-grained mesoscopic models for complex molecular systems is an intense research area. Here we first give an overview of different methods for obtaining optimal parametrized coarse-grained models, starting from deta
Externí odkaz:
https://doaj.org/article/4a426f7d92ad448b8b19c69f077a941b
Publikováno v:
Markos A. Katsoulakis
Generative adversarial networks (GANs), a class of distribution-learning methods based on a two-player game between a generator and a discriminator, can generally be formulated as a minmax problem based on the variational representation of a divergen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::189683ce8c13c677a3a19d6ed89a1afd
Publikováno v:
Markos A. Katsoulakis
We develop a rigorous and general framework for constructing information-theoretic divergences that subsume both $f$-divergences and integral probability metrics (IPMs), such as the $1$-Wasserstein distance. We prove under which assumptions these div
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=arXiv_dedup_::109456a35e43ce68c8a70b1532e63bab
http://arxiv.org/abs/2011.05953
http://arxiv.org/abs/2011.05953
The overall objective of this project is to develop multiscale models for understanding and eventually designing complex processes for renewables. To the best of our knowledge, our work is the first attempt at modeling complex reacting systems, whose
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b40fa2422fab21cc6d80d3f12dd930af
https://doi.org/10.2172/1091947
https://doi.org/10.2172/1091947
Publikováno v:
2011 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN).
This work presents a novel multi-layer modelling framework for the evolution of spectrum markets of multiple spectrum/network operators that provide wireless access to users. It integrates models of the channel, mobility, user preference, network ope
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b8ae2b42cb03331d3ce15e498bb7d859
https://doi.org/10.1109/dyspan.2011.5936251
https://doi.org/10.1109/dyspan.2011.5936251
Autor:
Markos Katsoulakis, Shigeaki Koike
Publikováno v:
Differential Integral Equations 7, no. 2 (1994), 367-382
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::04f98fdb39ac1690371342c19e20b37b
http://projecteuclid.org/euclid.die/1369330434
http://projecteuclid.org/euclid.die/1369330434
Publikováno v:
Modélisation Mathématique et Analyse Numérique; May2007, Vol. 41 Issue 3, p627-660, 34p
Autor:
JIN FENG1 jfeng@math.ku.edU, KATSOULAKIS, MARKOS2 markos@math.umass.edu
Publikováno v:
Archive for Rational Mechanics & Analysis. May2009, Vol. 192 Issue 2, p275-310. 36p.
Publikováno v:
Reaction Chemistry & Engineering; Apr2023, Vol. 8 Issue 4, p824-837, 14p