LabCompass

Mengxi Zhou

Computer Science · Indiana University

OpenAlex ORCID
Online Learning and AnalyticsReservoir Engineering and Simulation MethodsHuman Motion and AnimationAdvanced DC-DC ConvertersMembrane Separation Technologies

Publications

16

Citations

41

Est. group size

—

Recurring co-author estimate

Active years

10

Publishing since 2016

Research summary
AI-generated

The publication record spans several distinct technical areas, including machine learning methods (such as self-supervised computer vision and recommendation algorithms), energy and petroleum systems engineering (natural gas production planning, pipeline risk assessment, and supply chain optimization), and materials/membrane technologies for oil-water separation. The work combines computational optimization and modeling techniques with applications in engineering and industrial systems.

Machine learning and computer visionEnergy and petroleum systems optimizationMembrane separation technologiesRecommendation and decision algorithmsPower electronics (DC-DC converters)

Publication activity was sparse in the late 2010s but has grown noticeably since 2023, averaging around 2.6 papers per year over the last five years.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 2.6/year recently
17182019: 2 publications192021222023: 4 publications232024: 5 publications5242025: 4 publications2526
Recent publications
Publishes in
  • Proceedings.×2
  • arXiv (Cornell University)×2
  • Journal of Cleaner Production×1
  • Lecture notes in computer science×1
  • Molecules×1

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 11, 2026.

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