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researcher

J. K. Brubaker

12 papers hereh-index 5402 citations13 works total

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

author position
  • first author2
  • middle author10

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI2
  • quant-ph2
  • cond-mat.dis-nn1
  • math.OC1
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedCombinatorial Optimization with Physics-Inspired Graph Neural Networks

208 citations · 302 across the 11 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.AI2026

A Constraint Programming Approach for n-Day Lookahead Playoff Clinching in the NHL

Gili Rosenberg, Kyle E. C. Booth, J. Kyle Brubaker +1

In professional sports, a team has clinched the playoffs if they are guaranteed a postseason spot, regardless of the outcomes of any remaining games. As the season progresses, spor…

cs.LG2026

Crystal structure prediction using graph neural combinatorial optimization

Stavros Gerolymatos, J. Kyle Brubaker, Martin J. A. Schuetz +1

Crystalline materials are widely used in technological applications, yet their discovery remains a significant challenge. As their properties are driven by structure, crystal struc…

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