LabCompass

Xiao Wang

Physics and Astronomy · Purdue University West Lafayette

Mid career · publishing since 2002Rising activity

Publications

30

Citations

104

Est. group size

Recurring co-author estimate

Active years

24

Publishing since 2002

Research summary
AI-generated

This researcher's publication record spans a mix of topics including neural network methods (such as knowledge distillation, neural ordinary differential equations, and Fourier neural operators), statistical modeling, and mechanical/aerodynamic engineering problems like vibration suppression and flight control dynamics. The work appears to combine machine learning techniques with applications in physical systems, statistics, and engineering, though the exact focus is difficult to pin down given the breadth of topics covered. Note: the bibliographic record shows a diverse and somewhat disconnected set of publications, which may reflect multiple distinct researchers sharing this name rather than a single unified research program.

Machine learning methods (neural networks, knowledge distillation)Statistical modeling and stochastic processesVibration and structural dynamics in mechanical systemsFluid-structure interaction and aerodynamic modelingNeural differential equations and operator learning

Publication output was minimal or absent in several early years (2018-2019, 2022) but has increased notably in 2024-2025, suggesting recent growth in activity after an inconsistent earlier period.

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
2017: 1 publication1718192020: 1 publication202021: 4 publications21222023: 1 publication232024: 5 publications5242025: 4 publications2526
Publishes in
  • Journal of the Royal Statistical Society Series B (Statistical Methodology)×1
  • Acta Mechanica Sinica×1
  • Mechanical Systems and Signal Processing×1
  • Journal of Applied Mathematics and Computing×1
  • Communications in Nonlinear Science and Numerical Simulation×1
Similar researchers
By research-topic overlap
  • Yuezhu Xu

    Physics and Astronomy · Purdue University West Lafayette

  • Sean Current

    Physics and Astronomy · The Ohio State University

  • Shiheng Zhang

    Physics and Astronomy · Purdue University West Lafayette

  • Amirhossein Mollaali

    Physics and Astronomy · Purdue University West Lafayette

  • Changhong Mou

    Physics and Astronomy · Purdue University West Lafayette

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.

Claim or correct this profile