Weak approximation of the complex Brownian sheet from a Lévy sheet and applications to SPDEs
Sign Up to like & getrecommendations! Published in 2020 at "Stochastic Processes and their Applications"
DOI: 10.1016/j.spa.2020.04.006
Abstract: We consider a L\'evy process in the plane and we use it to construct a family of complex-valued random fields that we show to converge in law, in the space of continuous functions, to a… read more here.
Keywords: approximation complex; weak approximation; brownian sheet; sheet sheet ... See more keywords
Recursive approximation of complex behaviours with IoT-data imperfections
Sign Up to like & getrecommendations! Published in 2020 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2020.1003126
Abstract: This paper presents an approach to recursively estimate the simplest linear model that approximates the time-varying local behaviors from imperfect ( noisy and incomplete ) measurements in the internet of things ( IoT ) based… read more here.
Keywords: behaviours iot; approximation complex; iot data; recursive approximation ... See more keywords
Anncolvar: Approximation of Complex Collective Variables by Artificial Neural Networks for Analysis and Biasing of Molecular Simulations
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Molecular Biosciences"
DOI: 10.3389/fmolb.2019.00025
Abstract: The state of a molecular system can be described in terms of collective variables. These low-dimensional descriptors of molecular structure can be used to monitor the state of the simulation, to calculate free energy profiles… read more here.
Keywords: analysis; approximation complex; complex collective; collective variables ... See more keywords