John Kyle Brubaker
John Kyle Brubaker publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Electrical and Electronic Engineering, on topics such as Quantum Computing Algorithms and Architecture, Advanced Graph Neural Networks and Explainable Artificial Intelligence (XAI).
- World rank
- #2,227,600 of 7,710,434 ranked researchers
- Rank in United States
- #667,270 of 1,627,098
- Works
- 21
- Citations
- 344
- Citations per work
- 16.4
What does John Kyle Brubaker research?
John Kyle Brubaker's work is mostly in Computer Science (57%), Engineering (15%), Decision Sciences (7%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences1571.7%
- Computer Science1256.7%
- Engineering315.0%
- Everything else521.6%
- Social Sciences16.7%
- Decision Sciences16.7%
- 1Artificial Intelligence38% of their works
- 2Computational Theory and Mathematics12% of their works
- 3Electrical and Electronic Engineering8% of their works
- 4Industrial and Manufacturing Engineering7% of their works
- 5Management Science and Operations Research7% of their works
- 6Computer Vision and Pattern Recognition7% of their works
Research topics
Which keywords describe John Kyle Brubaker's research?
The keywords of their largest research topics: Graph Neural Networks, Knowledge Graph Embedding, Quantum Computation, Quantum Information, Evolutionary Algorithms, Heuristic Algorithms, Interpretable Models and Machine Learning Interpretability.
- Peptide Synthesis
- Virtual Screening
- Robust Optimization
- Multiobjective Optimization
- Machine Learning Interpretability
- Heuristic Algorithms
- Quantum Information
- Knowledge Graph Embedding
- Graph Neural Networks
- Quantum Computation
- Evolutionary Algorithms
- Interpretable Models
- Molecular Docking
- Risk Management
- Vehicle Routing Problem
- Drug Discovery
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 16 words, with their numbers
- Graph Neural Networks51 topic
- Knowledge Graph Embedding51 topic
- Quantum Computation51 topic
- Quantum Information51 topic
- Evolutionary Algorithms31 topic
- Heuristic Algorithms31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Molecular Docking31 topic
- Multiobjective Optimization31 topic
- Risk Management31 topic
- Robust Optimization31 topic
- Vehicle Routing Problem31 topic
- Virtual Screening31 topic
- Drug Discovery21 topic
- Peptide Synthesis21 topic
Where does John Kyle Brubaker work?
John Kyle Brubaker's main affiliation in the publication record is Amazon (United States), United States.
How many publications and citations does John Kyle Brubaker have?
OpenAlex counts 21 works and 344 citations for John Kyle Brubaker, an h-index of 6, ranking #2,227,600 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
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