LabCompass

Armen G. Beck

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2019Rising activity
Computational Drug Discovery MethodsMetabolomics and Mass Spectrometry StudiesAnalytical Chemistry and ChromatographyMonoclonal and Polyclonal Antibodies ResearchMachine Learning in Materials Science

Publications

21

Citations

164

Est. group size

~2

Recurring co-author estimate

Active years

8

Publishing since 2019

Research summary
AI-generated

Armen G. Beck works at the intersection of computer science and analytical/medicinal chemistry, developing computational and machine learning tools to speed up drug discovery and chemical analysis. Their work includes predicting chromatography methods from chemical structures, automating pharmacokinetic assay workflows, and using deep learning to select solvents for greener chemical synthesis. This research is applied in nature, aimed at making laboratory and pharmaceutical development processes faster and more efficient through data-driven methods.

Machine learning for drug discoveryAutomated chemical analysis workflowsChromatography and analytical chemistry predictionPharmacokinetic assay developmentGreen chemistry via computational methods

Publication output was sparse and irregular from 2017-2023 but increased notably starting in 2024, suggesting growing recent activity.

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

Publication cadence
Publications per year over the last 10 years — averaging 3.4/year recently
17182019: 2 publications192020: 2 publications20212022: 1 publication222023: 1 publication232024: 7 publications7242025: 6 publications252026: 2 publications26
Recent publications
Publishes in
  • ChemRxiv×8
  • Chemical Science×2
  • Analytical Chemistry×2
  • ACS Measurement Science Au×1
  • Journal of Chromatography A×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 20, 2026.

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