J. Kyle Brubaker - Publications, H-index & Citations

J. Kyle Brubaker

Universidade Federal de Pernambuco

5H指数

16论文数

289被引数

收录论文 8

发表时间

A Random-Key optimizer for combinatorial optimization 一种用于组合优化的随机键优化器

JOURNAL OF HEURISTICS

IF1.4

2025-09-26

PREAI

Chaves, Antonio A.; Resende, Mauricio G. C.; Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.; de Arruda, Edilson F.; Silva, Ricardo M. A.

Designing quantum annealing schedules using Bayesian optimization

PHYSICAL REVIEW RESEARCH

IF4.2

2024-04-18

OAAI

Finzgar, Jernej Rudi; Schuetz, Martin J. A.; Brubaker, J. Kyle; Nishimori, Hidetoshi; Katzgraber, Helmut G.

Explainable Artificial Intelligence Using Expressive Boolean Formulas 使用表达性布尔公式可解释的人工智能

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2023-11-24

OAAI

Rosenberg, Gili; Brubaker, John Kyle; Schuetz, Martin J. A.; Salton, Grant; Zhu, Zhihuai; Zhu, Elton Yechao; Kadioglu, Serdar; Borujeni, Sima E.; Katzgraber, Helmut G.

Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set

NATURE MACHINE INTELLIGENCE

IF23.9

2022-12-30

PREAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.

Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems

NATURE MACHINE INTELLIGENCE

IF23.9

2022-12-30

PREAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.

Graph coloring with physics-inspired graph neural networks

PHYSICAL REVIEW RESEARCH

IF4.2

2022-11-23

OAAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Zhu, Zhihuai; Katzgraber, Helmut G.

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

PHYSICAL REVIEW APPLIED

IF4.4

2022-11-15

OAAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Montagu, Henry; van Dijk, Yannick; Klepsch, Johannes; Ross, Philipp; Luckow, Andre; Resende, Mauricio G. C.; Katzgraber, Helmut G.

Combinatorial optimization with physics-inspired graph neural networks 基于物理启发的图神经网络的组合优化

NATURE MACHINE INTELLIGENCE

IF23.9

2022-04-21

PREAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.

研究方向