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 | 28 | 2022 |
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 |