Matthew G.

Research Mechanical Engineer

Kettering, United States

Experience

Mar 2022 - Present
3 years 10 months
Dayton, United States

Research Mechanical Engineer

Air Force Research Laboratory

  • Process modeling of polymer matrix composites.
  • Nonequilibrium statistical mechanics, reactive flows, and chemical kinetics.
Sep 2019 - Mar 2022
2 years 7 months
Dayton, United States

Postdoctoral Researcher

Air Force Research Laboratory

  • Nonlinear analysis, bifurcation theory, and group theory applied to origami.
  • Mathematical modelling of the stability and folding of origami structures.
Jun 2018 - Aug 2018
3 months
Aberdeen, United States

Summer Journeyman Fellow

Army Research Laboratory

  • Multiscale modeling of 3D printed truss structures towards the development of novel protective materials (e.g. blast resistant).
Aug 2016 - Sep 2019
3 years 2 months
Pittsburgh, United States

Graduate Student Researcher

Carnegie Mellon University

  • Statistical mechanics and multiscale analysis of electro-responsive polymers.
  • Design of electro-responsive polymers for enhanced electromechanical coupling.
Jun 2015 - Aug 2015
3 months
Los Alamos, United States

Mickey Leland Energy Fellow

Los Alamos National Laboratory

  • Bayesian inference and computational decision analysis for making decisions with limited data and system information.
Jan 2014 - Aug 2016
2 years 8 months
Pittsburgh, United States

Graduate Student Researcher

University of Pittsburgh

  • Computational methods for simulating the multiphase, non-Newtonian fluid dynamics of wellbore cementing in the oil and gas industry.
May 2011 - Dec 2013
2 years 8 months
Pittsburgh, United States

Engineering Co-op

IBACOS

  • Lead developer on software for regression, statistical analysis, and visualization.

Summary

I am a research scientist with publications in top-tier scientific journals, including the Proceedings of the National Academy of Sciences (PNAS). My research spans a broad range of fields -- solid mechanics, fluid mechanics, statistical mechanics, origami, electromagnetism, and more -- which gives me both deep expertise and the ability to connect concepts across disciplines.

As a professional researcher, I work with these technical subjects daily, applying advanced mathematics, physics, and computational methods to solve real problems. This means I don't just understand theory. I bring current, practical knowledge and the ability to explain complex technical concepts with precision and clarity. Beyond my research credentials, I have thousands of hours of tutoring experience working with students at high school, undergraduate, and graduate levels. I've built my teaching approach around clarity, adaptability, and meeting learners where they are, skills that translate directly to training AI systems. My experience breaking down complex problems, explaining solution strategies step-by-step, and communicating technical concepts to diverse audiences makes me uniquely suited to provide high-quality training data.

Whether evaluating AI responses for technical accuracy, generating detailed explanations of advanced concepts, or creating nuanced problem-solving demonstrations, I bring the rigor of a researcher and the communication skills of an experienced educator.

Languages

English
Native

Education

University of Pittsburgh

MSc · Civil Engineering · Pittsburgh, United States

University of Pittsburgh

BSc · Civil Engineering · Pittsburgh, United States

Carnegie Mellon University

PhD · Computational Mechanics · Pittsburgh, United States

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