LabCompass

Junyi Guo

Social Sciences · The Ohio State University

OpenAlex ORCID
Established · publishing since 1991
Insurance, Mortality, Demography, Risk ManagementProbability and Risk ModelsGeophysics and Gravity MeasurementsStochastic processes and financial applicationsInsurance and Financial Risk Management

Publications

135

Citations

2,175

Est. group size

~1

Recurring co-author estimate

Active years

36

Publishing since 1991

Research summary
AI-generated

Junyi Guo's work focuses on mathematical models for insurance, pensions, and investment decision-making, using tools from probability theory and stochastic processes to study problems like optimal reinsurance, portfolio selection, and ruin risk for insurers. Recent projects also explore how machine learning and reinforcement learning methods can be applied to these financial optimization problems. Note that the publication list appears to include some unrelated titles (e.g., on geophysics, dermatology, and game theory puzzles), which may reflect shared author names rather than a single individual's work.

Insurance and risk management mathematicsOptimal investment and portfolio selectionPension fund and longevity risk modelingStochastic processes and control theoryMachine learning applications in finance

Publication output has fluctuated over the past decade, with a peak in 2022, a dip in 2023-2024, and a strong resurgence in 2025.

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

Publication cadence
Publications per year over the last 10 years — averaging 7.0/year recently
2017: 5 publications172018: 10 publications182019: 9 publications192020: 8 publications202021: 4 publications212022: 13 publications13222023: 6 publications232024: 4 publications242025: 11 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×8
  • Springer textbooks in earth sciences, geography and environment×6
  • Methodology And Computing In Applied Probability×3
  • SSRN Electronic Journal×3
  • Remote Sensing×2
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By research-topic overlap

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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