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Kamila Zdybał

Université libre de Bruxelles (ULB)

Belgium

Research Interests

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Professors in Belgium Professors in Fluid Mechanics Fluid Mechanics professors in Belgium

Articles (11)

Year:

2026

Year:

2025

Year:

2025

Year:

2025

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2022

Year:

2020

Collaborators (5)

Ivan Lunati

Lecturer

ETH Zürich

SWITZERLAND

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Thierry Magin

Professor at Université libre de Bruxelles

Université libre de Bruxelles

BELGIUM

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James Sutherland

Professor

University of Utah

UNITED STATES

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Grégoire Corlùy

Université libre de Bruxelles

BELGIUM

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Alessandro Parente

Université libre de Bruxelles (ULB)

BELGIUM

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Kamila Zdybał

Research Interests

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Articles (11)

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

Improving the performance of a lightweight convolutional neural network for particle image velocimetry through hyper-parameter and padding optimization

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

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

Manifold-informed state vector subset for reduced-order modeling

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

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

PCAfold 2.0—Novel tools and algorithms for low-dimensional manifold assessment and optimization

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

Cost function for low-dimensional manifold topology assessment

PCAfold: Python software to generate, analyze and improve PCA-derived low-dimensional manifolds

Collaborators (5)

Ivan Lunati

Thierry Magin

James Sutherland

Grégoire Corlùy

Alessandro Parente

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