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Hunor Csala
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Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling
H Csala, S Dawson, A Arzani
Physics of Fluids 34 (11), 2022
282022
Input Parameterized Physics Informed Neural Network for Advanced 4d Flow MRI Processing
A Pashaei Kalajahi, H Csala, F Naderi, Z Mamun, S Yadav, O Amili, ...
Available at SSRN 4700974, 2024
2024
Modeling Coupled 1D PDEs of Cardiovascular Flow with Spatial Neural ODEs
H Csala, A Mohan, D Livescu, A Arzani
NeurIPS 2023 Machine Learning and the Physical Sciences, 2023
2023
Machine Learning-Based Denoising and Imputation of Unsteady Cardiovascular Flow Data
H Csala, O Amili, R D'Souza, A Arzani
Bulletin of the American Physical Society, 2023
2023
Enhancing Corrupt Cardiovascular Flow Data with Machine Learning
H Csala, A Arzani
Summer Biomechanics, Bioengineering, & Biotransport Conference 2023, 2023
2023
Manifold learning and deep autoencoders for nonlinear embedding of unsteady fluid flows
H Csala, S Dawson, A Arzani
Bulletin of the American Physical Society 67, 2022
2022
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