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Eleni D. Koronaki
ORCID
Publication Activity (10 Years)
Years Active: 2023-2023
Publications (10 Years): 5
Top Topics
Nonlinear Dimensionality Reduction
Industrial Applications
Temporal Aspects
Laplacian Eigenmaps
Top Venues
CoRR
Comput. Ind.
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)
Eleni D. Koronaki
,
Nikolaos Evangelou
,
Cristina P. Martin-Linares
,
Edriss S. Titi
,
Ioannis G. Kevrekidis
Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era.
CoRR
(2023)
Paris Papavasileiou
,
Eleni D. Koronaki
,
Gabriele Pozzetti
,
Martin Kathrein
,
Christoph Czettl
,
Andreas G. Boudouvis
,
Stéphane P. A. Bordas
Equation-based and data-driven modeling strategies for industrial coating processes.
Comput. Ind.
149 (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)