American Society of Mechanical Engineers

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Fluid Mechanics Topics

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All abstract submissions are general. Upon review, they will be placed as either an oral or poster presentation. By submitting, you agree to register and attend the ASME SB3C Summer Bioengineering Conference

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The paper title should be typed in upper and lowercase letters, not all capital letters or all lowercase letters. Example: This Is How the Paper Title Should Be Typed Enhancing Wall Shear Stress Estimation From 4d Flow Mri Using Physics-Guided Neural Networks Trained on Idealized Vascular Geometries

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Provide a synopsis (or cut and paste text from a word-processing file) in the space below. Minimum 10 words, maximum 100 words. Your synopsis should describe the purpose of the study (e.g. “The purpose of this study was to investigate the effects of caffeine on SBC abstract quality”.).

The purpose of this study is to demonstrate the performance of a novel neural network for denoising and super-resolving 4D flow MRI. We also aim to demonstrate the viability of training neural networks using nothing but synthetic 4D flow MRI data generated in idealized vascular geometries.

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SB3C 2025 v7 Moses-Farshid-vlr (1).pdf

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First Name

Moses

Last Name

Hamm

Institution Name

Purdue University

Country

indicates required field

Enhancing Wall Shear Stress Estimation From 4d Flow Mri Using Physics-Guided Neural Networks Trained on Idealized Vascular Geometries

Paper Type

Extended Abstract

Description

Tuesday June 24th, 12:30 PM - 2:00 PM

Technical

Session Chairs: Kristin Miller