LabCompass

Sungho Shin

Engineering · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2005
Advanced Control Systems OptimizationOptimal Power Flow DistributionPower System Optimization and StabilityAdvanced Optimization Algorithms ResearchStability and Control of Uncertain Systems

Publications

95

Citations

412

Est. group size

~4

Recurring co-author estimate

Active years

22

Publishing since 2005

Research summary
AI-generated

Sungho Shin works on optimization methods and software for large-scale engineering systems, with a particular focus on power grids, energy infrastructure, and control. Much of the work involves developing GPU-accelerated numerical solvers (such as MadNLP, a nonlinear programming solver) and applying them to problems like optimal power flow, battery storage management, carbon capture process design, and hydrogen supply chains. The research combines mathematical optimization theory with practical software tools intended to speed up computation for complex energy and infrastructure networks.

Optimization algorithms and solvers (e.g., nonlinear programming, GPU acceleration)Power system and grid optimization (optimal power flow)Model predictive control and stochastic controlEnergy infrastructure planning (hydrogen, carbon capture, battery storage)Open-source scientific computing software development

Publication output grew substantially from a handful of papers in 2017-2019 to a sustained higher rate of roughly 13-17 per year from 2020 onward, though 2025 shows a temporary dip followed by a rebound in 2026.

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

Publication cadence
Publications per year over the last 10 years — averaging 13.0/year recently
2017: 1 publication172018: 2 publications182019: 3 publications192020: 15 publications202021: 8 publications212022: 17 publications17222023: 14 publications232024: 16 publications242025: 3 publications252026: 15 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×43
  • Electric Power Systems Research×4
  • IFAC-PapersOnLine×3
  • SSRN Electronic Journal×3
  • Zenodo (CERN European Organization for Nuclear Research)×3
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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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