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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Collaborations and top research areas from the last five years
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Editorial: Image-based computational approaches for personalized cardiovascular medicine: improving clinical applicability and reliability through medical imaging and experimental data
Pirola, S., Arzani, A., Chiastra, C. & Sturla, F., 2023, In: Frontiers in Medical Technology. 5, 1222837.Research output: Contribution to journal › Editorial › peer-review
Open Access -
Ensemble physics informed neural networks: A framework to improve inverse transport modeling in heterogeneous domains
Aliakbari, M., Soltany Sadrabadi, M., Vadasz, P. & Arzani, A., May 1 2023, In: Physics of Fluids. 35, 5, 053616.Research output: Contribution to journal › Article › peer-review
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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
5 Scopus citations -
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
10 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 Access6 Scopus citations
Projects
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), The Royal Society, 2018
DOI: 10.6084/m9.figshare.7067411, 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
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, 2018
DOI: 10.6084/m9.figshare.c.4226417, 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
Dataset
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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