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researcher

J. Rocks

20 papers hereh-index 14887 citations49 works total

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

author position
  • first author10
  • middle author9
  • last author1

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cond-mat.soft8
  • stat.ML3
  • cond-mat.dis-nn2
  • q-bio.PE2
  • cond-mat.stat-mech1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedDesigning allostery-inspired response in mechanical networks

213 citations · 551 across the 19 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cond-mat.dis-nn2025

Analog Physical Systems Can Exhibit Double Descent

Sam Dillavou, Jason W Rocks, Jacob F Wycoff +2

An important component of the success of large AI models is double descent, in which networks avoid overfitting as they grow relative to the amount of training data, instead improv…

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