Kamila Zdybał - Publications, H-index & Citations

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Kamila Zdybał

Empa

7H-index

17Paper Count

141Citation Count

Published Papers 7

Publication Date

Progress variable optimization: Effects on the manifold topology and reduced-order modeling

Energy and AI

IF9.6

2026-05-28

OAAI

Grégoire Corlùy; Kamila Zdybał; Alessandro Parente

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pykitPIV: A framework for flexible and reproducible virtual training of machine learning models in optical velocimetry

SOFTWAREX

IF2.4

2025-09-01

OAAI

Zdybal, Kamila; Mucignat, Claudio; Lunati, Ivan

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Optimizing progress variables for ammonia/hydrogen combustion using encoding-decoding networks

COMBUSTION AND FLAME

IF6.2

2025-06-01

OAAI

Zdybal, Kamila; Sutherland, James C.; Parente, Alessandro

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Improving reduced-order models through nonlinear decoding of projection-dependent outputs

PATTERNS

IF7.4

2023-11-01

OAAI

Zdyba, Kamila; Parente, Alessandro; Sutherland, James C.

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Local manifold learning and its link to domain-based physics knowledge

APPLICATIONS IN ENERGY AND COMBUSTION SCIENCE

IF6

2023-06-01

OAAI

Zdybal, Kamila; D'Alessio, Giuseppe; Attili, Antonio; Coussement, Axel; Sutherland, James C.; Parente, Alessandro

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Reduced-order modeling of supersonic fuel-air mixing in a multi-strut injection scramjet engine using machine learning techniques

ACTA ASTRONAUTICA

IF3.4

2023-01-01

OAAI

Ispir, Ali C.; Zdybal, Kamila; Saracoglu, Bayindir H.; Magin, Thierry; Parente, Alessandro; Coussement, Axel

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Cost function for low-dimensional manifold topology assessment

SCIENTIFIC REPORTS

IF3.9

2022-08-25

OAAI

Zdybal, Kamila; Armstrong, Elizabeth; Sutherland, James C.; Parente, Alessandro

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Research Directions