LabCompass

Qiyuan Pang

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2016
Matrix Theory and AlgorithmsElectromagnetic Scattering and AnalysisUrban Design and Spatial AnalysisFace and Expression RecognitionComplex Network Analysis Techniques

Publications

16

Citations

163

Est. group size

~5

Recurring co-author estimate

Active years

11

Publishing since 2016

Research summary
AI-generated

Qiyuan Pang works on numerical algorithms and scientific computing, developing faster and more scalable methods for large-scale matrix computations, spectral clustering, and solving structured linear systems. Much of the work focuses on speeding up computations that arise in data analysis (like clustering) and physics simulations (like Poisson-Boltzmann equations), often by designing new mathematical factorization or acceleration techniques. This research is aimed at making large-scale scientific and data computations more efficient and parallelizable.

Fast and scalable numerical linear algebra algorithmsSpectral clustering methodsMatrix factorization and decomposition techniquesParallel and distributed scientific computingComputational methods for physics-based equations (e.g., Poisson-Boltzmann)

Publication output has been modest but fairly steady over the last decade, with a small increase in activity around 2022 and continued output through 2025-2026.

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

Publication cadence
Publications per year over the last 10 years — averaging 2.0/year recently
172018: 1 publication182019: 1 publication192020: 2 publications202021: 1 publication212022: 5 publications5222023: 1 publication232024: 2 publications242025: 1 publication252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×6
  • SIAM Journal on Scientific Computing×2
  • Zenodo (CERN European Organization for Nuclear Research)×2
  • Nature Machine Intelligence×1
  • The Clinical Respiratory Journal×1
Similar researchers
By research-topic overlap
  • Jianlin Xia

    Computer Science · Purdue University West Lafayette

  • Ahmed Sameh

    Computer Science · Purdue University West Lafayette

  • Weicheng Wang

    Computer Science · Purdue University West Lafayette

  • Michael P. Drazin

    Computer Science · Purdue University West Lafayette

  • B. Shanker

    Physics and Astronomy · The Ohio State University

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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