Dominik Mattioli

Curriculum Vitae

View / download the full CV (PDF)

A condensed overview is below; see the PDF for the complete, current version.

Education

  • Ph.D. Industrial Engineering — University of Iowa, 2021. Dissertation: Orthopedic Data Science: Fluoroscopic Image Analysis for the Objective Assessment of Technical Skill. Graduate Certificate in Informatics.
  • M.S. Civil Engineering — The Ohio State University, 2017. Thesis: QuADMESH: A Quadrangular ADvanced Mesh Generator for Hydrodynamic Models.
  • B.S. Civil Engineering — The Ohio State University, 2015. Minor: Economics.

Positions

  • Postdoctoral Scholar — Pennsylvania State University (2024–present). Generative AI as a clinical teammate in mental health workflows; Wellness and Health Innovation (WHI) Lab.
  • Postdoctoral Researcher — University of Virginia. Modeling human movement and injury risk with 3D neural rendering systems; Visual Intelligence Lab.
  • Graduate Researcher — University of Iowa. Computer-vision assessment of orthopedic surgical skill.

Research interests

  • Human–AI collaboration and clinician-in-the-loop systems
  • Generative AI for dialogue, decision support, and synthetic clinical data
  • Image-based behavioral analysis and objective skill assessment
  • Unstructured mesh generation for hydrodynamic models

Selected awards

  • William H. Harris, MD Award Nominee — Orthopedic Research Society (2023)
  • Research & Travel Grants — University of Iowa GPSG (2020, 2021)
  • Congress Award — USNCCM16 (2021)
  • National Buckeye Scholarship — The Ohio State University (2011–2015)

(Full award list on the About page.)