Amirhossein Arzani
Orcid: 0000-0002-3706-7909
According to our database1,
Amirhossein Arzani
authored at least 9 papers
between 2019 and 2025.
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Bibliography
2025
Interpreting and generalizing deep learning in physics-based problems with functional linear models.
Eng. Comput., February, 2025
Input parameterized physics informed neural networks for de noising, super-resolution, and imaging artifact mitigation in time resolved three dimensional phase-contrast magnetic resonance imaging.
Eng. Appl. Artif. Intell., 2025
Physics-constrained coupled neural differential equations for one dimensional blood flow modeling.
Comput. Biol. Medicine, 2025
2024
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification.
CoRR, 2024
2023
Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation.
J. Comput. Phys., 2023
2021
Comput. Biol. Medicine, 2021
2020
Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets.
Comput. Methods Programs Biomed., 2020
Particle transport and deposition correlation with near-wall flow characteristic under inspiratory airflow in lung airways.
Comput. Biol. Medicine, 2020
2019
Topological analysis of particle transport in lung airways: Predicting particle source and destination.
Comput. Biol. Medicine, 2019