Amirhossein Arzani

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Patient Specific

Top Venues

Comput. Biol. Medicine

J. Comput. Phys.

Comput. Methods Programs Biomed.

Publications

Amirhossein Arzani, Kevin W. Cassel, Roshan M. D'Souza
Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation. J. Comput. Phys. 473 (2023)
Amirhossein Arzani, Lingxiao Yuan, Pania Newell, Bei Wang
Interpreting and generalizing deep learning in physics-based problems with functional linear models. CoRR (2023)
Milad Habibi, Roshan M. D'Souza, Scott T. M. Dawson, Amirhossein Arzani
Integrating multi-fidelity blood flow data with reduced-order data assimilation. Comput. Biol. Medicine 135 (2021)
Ali Farghadan, Kamran Poorbahrami, Sahar Jalal, Jessica M. Oakes, Filippo Coletti, Amirhossein Arzani
Particle transport and deposition correlation with near-wall flow characteristic under inspiratory airflow in lung airways. Comput. Biol. Medicine 120 (2020)
Mojtaba F. Fathi, Isaac Perez-Raya, Ahmadreza Baghaie, Philipp Berg, Gábor Janiga, Amirhossein Arzani, Roshan M. D'Souza
Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets. Comput. Methods Programs Biomed. 197 (2020)
Ali Farghadan, Filippo Coletti, Amirhossein Arzani
Topological analysis of particle transport in lung airways: Predicting particle source and destination. Comput. Biol. Medicine 115 (2019)