J. Kyle Brubaker

Combinatorial optimization with physics-inspired graph neural networks

Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber · Nature Machine Intelligence · 2022 · 189 citations · Full text

Computing, Computer Science, Physics +10

Graph coloring with physics-inspired graph neural networks

Martin J. A. Schuetz, J. Kyle Brubaker, Zhihuai Zhu et al. · Physical Review Research · 2022 · 37 citations · Full text

Computing, Computer Science, Physics +17

Designing quantum annealing schedules using Bayesian optimization

Jernej Rudi Finžgar, Martin J. A. Schuetz, J. Kyle Brubaker et al. · Physical Review Research · 2024 · 27 citations · Full text

Computing, Computer Science, Physics +15

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

Martin J. A. Schuetz, J. Kyle Brubaker, Henry Montagu et al. · arXiv (Cornell University) · 2022 · 26 citations · Full text

Computing, Computer Science, Robotics Engineering +16

Explainable Artificial Intelligence Using Expressive Boolean Formulas

Gili Rosenberg, J. Kyle Brubaker, Martin J. A. Schuetz et al. · Machine Learning and Knowledge Extraction · 2023 · 17 citations · Full text

Computing, Computer Science, Artificial Intelligence +15