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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 quant-phShow all

2 papers · 1 filter

quant-ph2023★ 28 cited

Designing Quantum Annealing Schedules using Bayesian Optimization

Jernej Rudi Finžgar, Martin J. A. Schuetz, J. Kyle Brubaker +2

We propose and analyze the use of Bayesian optimization techniques to design quantum annealing schedules with minimal user and resource requirements. We showcase our scheme with re…

quant-ph2022★ 1 cited

Optimization of Robot Trajectory Planning with Nature-Inspired and Hybrid Quantum Algorithms

Martin J. A. Schuetz, J. Kyle Brubaker, Henry Montagu +6

We solve robot trajectory planning problems at industry-relevant scales. Our end-to-end solution integrates highly versatile random-key algorithms with model stacking and ensemble…

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