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Kamila Zdybal
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 4
Top Topics
Principal Component Analysis
Kalman Filtering
Low Dimensional Manifolds
Model Driven
Top Venues
SoftwareX
CoRR
Patterns
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Publications
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Kamila Zdybal
,
Elizabeth Armstrong
,
Alessandro Parente
,
James C. Sutherland
PCAfold 2.0 - Novel tools and algorithms for low-dimensional manifold assessment and optimization.
SoftwareX
23 (2023)
Kamila Zdybal
,
Alessandro Parente
,
James C. Sutherland
Improving reduced-order models through nonlinear decoding of projection-dependent outputs.
Patterns
4 (11) (2023)
Kamila Zdybal
,
Giuseppe D'Alessio
,
Gianmarco Aversano
,
Mohammad Rafi Malik
,
Axel Coussement
,
James C. Sutherland
,
Alessandro Parente
Advancing Reacting Flow Simulations with Data-Driven Models.
CoRR
(2022)
Kamila Zdybal
,
Elizabeth Armstrong
,
Alessandro Parente
,
James C. Sutherland
PCAfold: Python software to generate, analyze and improve PCA-derived low-dimensional manifolds.
SoftwareX
12 (2020)