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researcher

J. Humphrey

4 papers hereh-index 7121.7k citations423 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • cs.LG1
  • physics.comp-ph1
  • q-bio.CB1

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedNeural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms

1 citations · 1 across the 1 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2020

Non-invasive Inference of Thrombus Material Properties with Physics-informed Neural Networks

Minglang Yin, Xiaoning Zheng, Jay D. Humphrey +1

We employ physics-informed neural networks (PINNs) to infer properties of biological materials using synthetic data. In particular, we successfully apply PINNs on inferring the thr…

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