Amirhossein Arzani

According to our database, Amirhossein Arzani authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation.

Amirhossein Arzani, Kevin W. Cassel, Roshan M. D'Souza

J. Comput. Phys., 2023

Interpreting and generalizing deep learning in physics-based problems with functional linear models.

Amirhossein Arzani, Lingxiao Yuan, Pania Newell, Bei Wang

CoRR, 2023

2021

Integrating multi-fidelity blood flow data with reduced-order data assimilation.

Milad Habibi, Roshan M. D'Souza, Scott T. M. Dawson, Amirhossein Arzani

Comput. Biol. Medicine, 2021

2020

Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets.

Mojtaba F. Fathi, Isaac Perez-Raya, Ahmadreza Baghaie, Philipp Berg, Gábor Janiga, Amirhossein Arzani, Roshan M. D'Souza

Comput. Methods Programs Biomed., 2020

Particle transport and deposition correlation with near-wall flow characteristic under inspiratory airflow in lung airways.

Ali Farghadan, Kamran Poorbahrami, Sahar Jalal, Jessica M. Oakes, Filippo Coletti, Amirhossein Arzani

Comput. Biol. Medicine, 2020

2019

Topological analysis of particle transport in lung airways: Predicting particle source and destination.

Ali Farghadan, Filippo Coletti, Amirhossein Arzani

Comput. Biol. Medicine, 2019