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Yorgos M. Psarellis
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 6
Top Topics
Simulation Data
Stochastic Approximation
Monte Carlo Simulation
Thin Film
Top Venues
CoRR
Comput. Chem. Eng.
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Publications
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Eleni D. Koronaki
,
Nikolaos Evangelou
,
Yorgos M. Psarellis
,
Andreas G. Boudouvis
,
Ioannis G. Kevrekidis
From partial data to out-of-sample parameter and observation estimation with Diffusion Maps and Geometric Harmonics.
CoRR
(2023)
Eleni D. Koronaki
,
Nikolaos Evangelou
,
Yorgos M. Psarellis
,
Andreas G. Boudouvis
,
Ioannis G. Kevrekidis
From partial data to out-of-sample parameter and observation estimation with diffusion maps and geometric harmonics.
Comput. Chem. Eng.
178 (2023)
Cristina P. Martin-Linares
,
Yorgos M. Psarellis
,
Georgios Karapetsas
,
Eleni D. Koronaki
,
Ioannis G. Kevrekidis
Physics-agnostic and Physics-infused machine learning for thin films flows: modeling, and predictions from small data.
CoRR
(2023)
Matthew O. Williams
,
Yorgos M. Psarellis
,
D. Pozharskiy
,
C. Chong
,
F. Li
,
J. Yang
,
Panayotis G. Kevrekidis
,
Ioannis G. Kevrekidis
Equation-Free Computations as DDDAS Protocols for Bifurcation Studies: A Granular Chain Example.
CoRR
(2023)
Seungjoon Lee
,
Yorgos M. Psarellis
,
Constantinos I. Siettos
,
Ioannis G. Kevrekidis
Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data.
CoRR
(2022)
Yorgos M. Psarellis
,
Michail E. Kavousanakis
,
Michael A. Henson
,
Ioannis G. Kevrekidis
Limits of Entrainment of Circadian Neuronal Networks.
CoRR
(2022)