Research output per year
Research output per year
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Dive into the research topics where Amirhossein Arzani is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation
Arzani, A., Cassel, K. W. & D'Souza, R. M., Jan 15 2023, In: Journal of Computational Physics. 473, 111768.Research output: Contribution to journal › Article › peer-review
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Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling
Csala, H., Dawson, S. T. M. & Arzani, A., Nov 1 2022, In: Physics of Fluids. 34, 11, 117119.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Current state-of-the-art and utilities of machine learning for detection, monitoring, growth prediction, rupture risk assessment, and post-surgical management of abdominal aortic aneurysms
Baek, S. & Arzani, A., Jun 2022, In: Applications in Engineering Science. 10, 100097.Research output: Contribution to journal › Article › peer-review
Open Access -
Guiding the Prostatic Artery Embolization Procedure With Computational Fluid Dynamics
Mahmoudi, M., Jennings, C., Pereira, K., Hall, A. F. & Arzani, A., Nov 1 2022, In: Journal of Biomechanical Engineering. 144, 11, 111004 EN.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Machine Learning for Cardiovascular Biomechanics Modeling: Challenges and Beyond
Arzani, A., Wang, J. X., Sacks, M. S. & Shadden, S. C., Jun 2022, In: Annals of Biomedical Engineering. 50, 6, p. 615-627 13 p.Research output: Contribution to journal › Review article › peer-review
4 Scopus citations
Datasets
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AAA STL file from Accounting for residence-time in blood rheology models: do we really need non-Newtonian blood flow modelling in large arteries?
Arzani, A. (Contributor), figshare Academic Research System, 2018
DOI: 10.6084/m9.figshare.7067411.v1, https://rs.figshare.com/articles/AAA_STL_file_from_Accounting_for_residence-time_in_blood_rheology_models_do_we_really_need_non-Newtonian_blood_flow_modelling_in_large_arteries_/7067411/1
Dataset
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Supplementary material from "Accounting for residence-time in blood rheology models: do we really need non-Newtonian blood flow modelling in large arteries?"
Arzani, A. (Contributor), figshare Academic Research System, 2018
DOI: 10.6084/m9.figshare.c.4226417.v1, https://figshare.com/collections/Supplementary_material_from_Accounting_for_residence-time_in_blood_rheology_models_do_we_really_need_non-Newtonian_blood_flow_modelling_in_large_arteries_/4226417/1
Dataset