66 citations · 80 across the 9 of their papers we have counts for
4 papers · 1 filter
Rapid model-guided design of organ-scale synthetic vasculature for biomanufacturing
Zachary A. Sexton, Andrew R. Hudson, Jessica E. Herrmann +7
Our ability to produce human-scale bio-manufactured organs is critically limited by the need for vascularization and perfusion. For tissues of variable size and shape, including ar…
Branched Latent Neural Maps
Matteo Salvador, Alison Lesley Marsden
We introduce Branched Latent Neural Maps (BLNMs) to learn finite dimensional input-output maps encoding complex physical processes. A BLNM is defined by a simple and compact feedfo…
A Fluid-Solid-Growth Solver for Cardiovascular Modeling
Erica L. Schwarz, Martin R. Pfaller, Jason M. Szafron +5
We implement full, three-dimensional constrained mixture theory for vascular growth and remodeling into a finite element fluid-structure interaction (FSI) solver. The resulting "fl…
Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks
Luca Pegolotti, Martin R. Pfaller, Natalia L. Rubio +4
Reduced-order models based on physics are a popular choice in cardiovascular modeling due to their efficiency, but they may experience reduced accuracy when working with anatomies…