Congrats to Hunor for being selected to present his paper at NeurIPS (a very prestigious and leading deep learning and AI conference). Hunor’s work is titled “Modeling Coupled 1D PDEs of Cardiovascular Flow with Spatial Neural ODEs” and is based
We have received the NIH Trailblazer Award! We will be working on developing new approaches for improving targeted embolization and drug delivery. This was a two-PI grant and would not have been possible without our collaborator Jingjie Hu. This is
We have received an NSF EAGER grant (one year) from CBET for our proposal “EAGER: Understanding complex wind-driven wildfire propagation patterns with a dynamical systems approach”. We will use our lab’s expertise in modeling convective transport and dynamical systems to
Hunor will present his work titled “Enhancing Corrupt Cardiovascular Flow Data With Machine Learning” at the Summer Biomechanics, Bioengineering, and Biotransport (SB3C) conference. Dr. Arzani will chair the “Machine Learning in Biofluids” session (June 4-8, Vail, CO). Later this summer,
Dr. Arzani recently presented at the CRUNCH seminar series at Brown University about scientific machine learning modeling of near-wall transport.
Dr. Arzani, Hunor, and Maryam will present their research on scientific machine learning at the APS DFD conference. Dr. Arzani will chair the “Boundary Layers: General I” session and has also been invited to judge the Gallery of Fluid Motion
Our previously called cardiovascular biomechanics Lab at Northern Arizona University (NAU) has now moved to the University of Utah (SCI Institute and Mechanical Engineering Department).
Our undergrad researcher Ethan Shoemaker will start an internship at NASA Glenn Research Center this summer where he will continue his research on physics-informed neural networks (PINN). Ethan will then move to UC Irvine for grad school. Also, our PhD
Dr. Arzani received the NAU College of Engineering, Informatics, and Applied Sciences 2022 Distinguished Mentorship Award (one award for the entire college).
Dr. Arzani has received the highly prestigious NSF CAREER Award. The five-year project (~$508k) is titled “CAREER: Synergistic physics-based and deep learning cardiovascular flow modeling” and is funded by the NSF Office of Advanced Cyberinfrastructure Program. The award will build
Dr. Arzani, Maryam, and Mostafa will present their work at APS DFD conference. Dr. Arzani is part of the organizing committee (abstract sorting and in charge of assigning session chairs) and will chair the “Biological Fluid Dynamics: Data-driven Hemodynamics” session.
We have received a new Collaborative NSF grant (ECCS-Comms Circuits & Sens Sys Program) to support our scientific machine learning research. Specifically, we will be enhancing 4D flow MRI data by data assimilation, deep learning, and image processing. In collaboration
Summer Biomechanics, Bioengineering, and Biotransport (SB3C): Sara will present her work titled “Role of coherent structures in airflow mediated infectious disease spread with expiratory particles”, and MohammadReza will present his work titled “Aortic valve dynamics coupled with growth and remodeling
Dr. Arzani and Milad will present at the APS Division of Fluid Dynamics (DFD) 2020 conference (virtual). Dr. Arzani’s talk on data-driven modeling in blood flow could be viewed here:
We have been awarded an NSF grant from NSF’s Office of Advanced Cyberinfrastructure (OAC). The project is about multiscale modeling of cardiovascular disease growth. Thank you NSF! (PI: Amir Arzani).
Ali defended his MS thesis. He published three first-author journal papers, presented at multiple conferences, and contributed to other projects in our lab. He has got three fellowships (UC Berkeley, Michigan, UIUC). Ali will join University of Michigan to do
Dr. Arzani, graduate students Ali, Milad, and Reza as well as undergraduate students Connor and Chad will present their research at the APS Division of Fluid Dynamics Conference on 11/23/19 (Seattle, WA). Dr. Arzani will be the Chair for the
Mostafa will present his research on atherosclerosis biomechanics at the upcoming Biomedical Engineering Society (BMES) conference on 10/17/2019 (Philadelphia, PA).
We have received a research grant from W. L. Gore & Associates for research collaboration on computer modeling of medical devices.
Mostafa will present his research on coronary artery atherosclerosis (podium talk) at the upcoming US National Congress on Computational Mechanics (USNCCM) conference on 7/28/2019 (Austin, TX). Also, Dr. Arzani is invited by the “Computational Multiphysics Modeling of Cardiovascular Systems” minisymposium