Mechanical engineering Ph.D. candidate with research and industry experience in reinforcement learning, nonlinear dynamical systems, mechanical simulation, electromechanical controls, numerical optimization, state estimation, testing and verification, data analysis, and software development.
Ph.D. Mechanical Engineering – 4.00 GPA Duke University 2015–present Durham, NC
- 2017 National Defense Science & Engineering Graduate (NDSEG) Fellow: Merit-based, national, full-ride fellowship
- 2015 James B. Duke Fellow: Merit-based, four-year fellowship
- 2015 Pratt/Gardner Fellow: Merit-based fellowship
B.S. Mechanical Engineering – Valedictorian, 4.00 GPA North Carolina State University 2011–2015 Raleigh, NC
- Minors: Spanish & Computer Programming
- 2015 NCSU Mech. & Aero. Engineering Senior Award for Leadership
- 2014 Goldwater Scholar: Merit-based, national scholarship
- 2011 NCSU Park Scholar: Merit-based, full-ride scholarship
Publications & Presentations
(Accepted) Little, J. A., J. D. Turner, and B. P. Mann. “Improving empirical characteristic multiplier estimation through a change of basis”. Journal of Sound and Vibration (July 2020).
Wang, X.-S., J. D. Turner, and B. P. Mann. “Constrained attractor selection using deep reinforcement learning”. Journal of Vibration and Control (May 2020). (publisher)
Turner, J. D., L. H. Manring, and B. P. Mann. “Reinforcement learning for active damping of harmonically excited pendulum with highly nonlinear actuator”. Nonlinear Structures and Systems, Volume 1: Proceedings of the 37th IMAC, Jan. 2019, (2020), pp. 119–123. (more info)
Turner, J. D., M. J. Mazzoleni, J. A. Little, D. Sequeira, and B. P. Mann. “A nonlinear model for the characterization and optimization of athletic training and performance”. Biomedical Human Kinetics, 9.1 (Feb. 2017), pp. 82–93. (more info)
Turner, J. D. and B. P. Mann. “Sensitivity of final field position to the punt initial conditions in American football”. Proceedings of the ASME 2016 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference. Charlotte, NC, August 2016. (more info)
Turner, J. D. and Y. Zhu. “Three-dimensional structures from electrically-activated self-folding of polymer sheets”. Summer Undergraduate Research Symposium. North Carolina State University. Raleigh, NC, July 2014. (more info)
Mack, C. M., B. J. Lin, J. D. Turner, A. F. Johnstone, L. D. Burgoon, and T. J. Shafer. “Burst and principal components analyses of MEA data for 16 chemicals describe at least three effects classes”. NeuroToxicology, 40 (Jan. 2014), pp. 75–85. (more info)
Qin, Q., R. W. Mailen, J. D. Turner, Y. Liu, J. Genzer, M. D. Dickey, and Y. Zhu. “Self-folding of polymer sheets into origami: modeling and experiments”. SEM Annual Conference and Exposition on Experimental and Applied Mechanics. Lombard, IL, June 2013. (more info)
Work & Research Experience
U.S. Naval Research Laboratory NREIP Research Intern June 2020 – present Washington, D.C., (remote)
- Conducted independent research involving reinforcement learning for control of an AUV and particle filtering for state estimation.
Duke University, Dept. of Mechanical Engineering & Materials Science Graduate Researcher Aug. 2015 – present Durham, NC
- Conducted independent research involving reinforcement learning, embedded controls, nonlinear dynamics, optimization, and data analysis.
- Designed, built, configured, and documented a computer cluster for the lab group; trained the group to use the cluster.
Applied Research Associates Engineering Intern May–Aug. 2015 Raleigh, NC
- Designed and developed graphical, memory management, and simulation components of vulnerability assessment engineering software.
- Developed custom Python scripts for version control, data visualization and analysis, and systems integration route visualization.
N.C. State Univ., Dept. of Mechanical & Aerospace Engineering Undergraduate Researcher Sept. 2011 – May 2015 Raleigh, NC
- Developed automatically foldable structures out of prestrained polymer sheets using nanowire film to generate localized heating.
- Designed and fabricated equipment and samples, developed procedures, tested samples, analyzed results, devised improvements.
Deere & Company Product Research & Development Engineering Intern May–Aug. 2013 Waterloo, IA
- Developed and tested the control software for the power takeoff (PTO) on 5M/5R series tractors. Started with no functioning PTO; by the end of the summer, had fully functional PTO with new mode of operation and superior performance than previous model tractors.
Applied Research Associates Engineering Intern May–Aug. 2012 Raleigh, NC
- Performed and improved validation testing, analysis, and debugging for accreditation of state-of-the-art munitions effects simulation software.
- Received the Above and Beyond the Call of Duty Award.
U.S. Environmental Protection Agency Research Intern Summer 2010 & Summer 2011 Durham, NC
- Developed multiple custom computer programs and scripts to analyze experimental data; modified existing software to work with EPA’s data.
Leadership, Involvement, & Service
Open Source Software Project Manager 2018–present
ndarray, ndarray-npy, ndarray-rand, ndarray-stats, ndarray-linalg, py_literal
National Honor/Professional Societies 2011–present
Tau Beta Pi, Phi Beta Kappa, Phi Kappa Phi, ASME, SIAM
University Honor Societies 2011–present
Society of Duke Fellows, NCSU Golden Chain, NCSU University Honors Program
N.C. State Engineers’ Council Department Representative, Secretary, Committee Chair 2011–2015
- Managed two events with panels, mock interviews, and group sessions to prepare 280 students for Engineering Career Fairs.
General H. Hugh Shelton Leadership Center Coach/Mentor/Trainer, Organizing Subcommittee Chairman, Peer Leader 2008–2013
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