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researcher

J. Devany

2 papers hereh-index 7494 citations27 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cond-mat.soft1
  • physics.bio-ph1

identity via Semantic Scholar / OpenAlex

most citedZyxin is all you need: machine learning adherent cell mechanics

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.soft2025

Learning noisy tissue dynamics across time scales

Ming Han, John Devany, Michel Fruchart +2

Tissue dynamics play a crucial role in biological processes ranging from inflammation to morphogenesis. However, these noisy multicellular dynamics are notoriously hard to predict.…

physics.bio-ph2023★ 3 cited

Zyxin is all you need: machine learning adherent cell mechanics

Matthew S. Schmitt, Jonathan Colen, Stefano Sala +5

Cellular form and function emerge from complex mechanochemical systems within the cytoplasm. No systematic strategy currently exists to infer large-scale physical properties of a c…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.