Dimitrios Pylorof, PhD
Aerospace Engineering Postdoctoral Research Associate
Dr. Dimitrios Pylorof is an aerospace engineering postdoctoral research associate in Idaho National Laboratory’s Systems Science and Engineering Department. His work involves using intelligent techniques in estimating the state of critical energy infrastructure and assisting in making informed decisions related to safe and efficient operations. Before coming to INL he was a postdoctoral fellow at Georgetown University, working on theory and algorithms for distributed computation, fault-tolerant optimization and machine leaning as part of the U.S. Army Research Laboratory’s Internet of Battlefield Things Collaborative Research Alliance (IoBT-CRA). He earned his doctorate and master’s in aerospace engineering from University of Texas at Austin. He holds a bachelor’s in mechanical engineering from the National Technical University of Athens, Greece.
Ph.D., Aerospace Engineering - University of Texas at Austin
M.S., Aerospace Engineering - Univeristy of Texas at Austin
Dipl.-Ing, Mechanical Engineering with a major in Aeronautics - National Technical University of Athens
IEEE (Institute of Electrical and Electronics Engineers), SIAM (Society for Industrial and Applied Mathematics), AIAA (American Institute of Aeronautics and Astronautics).
Sigma Xi scientific research honor society, full membership.
PUBLICATIONS ON DISTRIBUTED SYSTEMS AND OPTIMIZATION
D. Pylorof and N. Vaidya, “Convergence of fault tolerant stochastic gradient descent schemes under reactive redundancy,” 2021 (under preparation).
D. Pylorof and N. Vaidya, “Deterministic multi-agent non-convex optimization over directed graphs,” 2021 (under preparation).
P. Ghosh, J. Bunton, D. Pylorof, M. Vieira, K. Chan, R. Govindan, G. Sukhatme, P. Tabuada, and G. Verma, “Rapid Top-Down Synthesis of Large-Scale IoT Networks,” 29th International Conference on Computer Communications and Networks, Honolulu, HI, USA, August 2020.
PUBLICATIONS ON CONTROL THEORY AND ALGORITHMS
D. Pylorof and E. Bakolas, “Robust nonlinear stabilization of uncertain polynomial systems subject to input constraints using sum-of-squares programming,” (journal submission).
D. Pylorof and E. Bakolas, “Safe nonlinear control design for input constrained polynomial systems using sum-of-squares programming,” International Journal of Control (accepted version available online), 2020.
D. Pylorof, E. Bakolas and K.S. Chan, “Design of robust Lyapunov-based observers for nonlinear systems with sum-of-squares programming,” IEEE Control Systems Letters 4(2), 2020 (also appeared at the 58th IEEE Conference on Decision and Control, Nice, France, December 2019).
D. Pylorof, “Optimization-based feedback control of nonlinear systems subject to input constraints,” University of Texas at Austin PhD Dissertation, December 2018.
D. Pylorof and E. Bakolas, “Stabilization of input constrained nonlinear systems with imperfect state feedback using sum-of-squares programming,” 57th IEEE Conference on Decision and Control, Miami Beach, FL, USA, December 2018.
D. Pylorof and E. Bakolas, “Robust Distributed and Decentralized Control of Large-Scale Nonlinear Systems with Input Constraints Based on SOS Optimization,” 2018 American Control Conference, Milwaukee, WI, USA, June 2018.
D. Pylorof and E. Bakolas, “Robust Control of Input Constrained Nonlinear Systems Subject to Unknown Bounded Disturbances Based on Convex Optimization,” 2017 American Control Conference, Seattle, WA, USA, May 2017.
D. Pylorof and E. Bakolas, “Analysis and Synthesis of Nonlinear Controllers for Input Constrained Systems Using Semidefinite Programming Optimization,” 2016 American Control Conference, Boston, MA, USA, July 2016.
D. Pylorof and E. Bakolas, “Nonlinear Control Under Polytopic Input Constraints with Application to the Attitude Control Problem,” 2015 American Control Conference, Chicago, IL, USA, July 2015.
PUBLICATIONS ON AEROSPACE CONTROL APPLICATIONS
D. Pylorof, S. Bettadpur and E. Bakolas, “On the Robust Attitude Regulation for Earth Observation Spacecraft Under Hybrid Actuation,” 27th AAS/AIAA Space Flight Mechanics Meeting, San Antonio, TX, USA, February 2017 (also in Vol. 160, Advances in the Astronautical Sciences, American Astronautical Society).
D. Pylorof, E. Bakolas and R. P. Russell, “A Nonlinear Controller for Low Thrust Stabilization of Spacecraft on CRTBP Orbits,” 26th AAS/AIAA Space Flight Mechanics Meeting, Napa, CA, USA, February 2016 (also in Vol. 158, Advances in the Astronautical Sciences, American Astronautical Society).
D. Pylorof and E. Bakolas, “Tracking a Maneuvering Target with an Underactuated UAV in the SE(3) Space,” 2015 AIAA Guidance, Navigation and Control Conference, Kissimmee, FL, USA, January 2015.
D. Pylorof and K. J. Kyriakopoulos, “Nonlinear, Deterministic Sampling Based State Estimation for Highly-Maneuverable Small UAVs: a Comparative Development,” 2013 AIAA Guidance, Navigation and Control Conference, Boston, MA, USA, August 2013.
D. Pylorof, “Nonlinear State Estimation for Small Unmanned Aircraft,” National Technical University of Athens Dipl.-Ing Thesis, March 2012.
AIAA GNC 2013
AIAA GNC 2015 (award for best presentation in session)
AAS/AIAA 26th SFMM (UT Austin Graduate School Professional Development Award
AAS/AIAA 27th SFMM
ACC 2017 (student travel award provided by the organizing committe
ACC 2018 (student travel award provided by the organizing committee & UT Austin Graduate School Professional Development Award)
57th IEEE CDC
Department of Chemical Engineering / University of Texas at Austin (March 2017
NASA / DLR GRACE mission Programmatic Science Team Meeting (October 2017)
U.S. Army Research Laboratory NSD Network Science Laboratory Seminar (June 2018)
U.S. Army Research Laboratory: Research Associateship Program Fellowships (May 2018, October 2018, December 2018) awarded by ARL/ORAU/ORISE on the basis of fundamental research proposals (“Advances in nonlinear control design: towards resilient embedded control of complex, large-scale and networked mission-critical systems” (2018) and “Optimization-based control of nonlinear network and networked systems” (2019))