LabCompass

Frazier N. Baker

Materials Science · The Ohio State University

OpenAlex ORCID
Mid career · publishing since 2016Rising activity
Machine Learning in Materials ScienceProtein Structure and DynamicsComputational Drug Discovery MethodsSemantic Web and OntologiesElectron and X-Ray Spectroscopy Techniques

Publications

19

Citations

118

Est. group size

—

Recurring co-author estimate

Active years

11

Publishing since 2016

Research summary
AI-generated

This researcher works at the intersection of artificial intelligence and chemistry/biology, developing computational tools such as language-based AI agents and reinforcement learning systems for tasks like drug discovery and retrosynthesis (planning chemical reaction pathways). Earlier work focused on protein structure analysis and visualization tools, with a more recent shift toward large language models and multi-agent AI systems applied to chemistry problem-solving.

AI agents for chemistry and drug discoveryRetrosynthesis planningLarge language models for scientific applicationsReinforcement learning for molecular designProtein structure and coevolution analysis

Publication output was sparse and irregular from 2017-2023 but has grown noticeably from 2024 onward, with several new works in 2024-2026.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 2.2/year recently
172018: 4 publications4182019: 1 publication19202021: 1 publication21222023: 1 publication232024: 4 publications4242025: 3 publications252026: 3 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×7
  • Figshare×4
  • BMC Bioinformatics×1
  • Data×1
  • Frontiers in Bioinformatics×1
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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