Efficient Multiobjective Optimization Framework for Induction Heating Systems Design
E. Spateri, L. Sabug, F. Ruiz and G. Gruosso, "Efficient Multiobjective Optimization Framework for Induction Heating Systems Design," in IEEE Access, vol. 12
Profile
Work and research journey
- Mar 2025 - present: Research associate @ Imperial College
- Named co-investigator for EPSRC-funded grant “Concurrent Learning and Control of Large-Scale Phenomena”
- Collaborating with prof. Eric Kerrigan and prof. Guillermo Rein
- Methodological research on physics-informed machine learning and dual control
- Nov 2022 - Feb 2025: Postdoctoral research fellow @ Politecnico di Milano
- Participation in projects on airborne wind energy and drone swarms
- Methodological research on mathematical optimisation algorithms
- Nov 2016 - Oct 2019: Research associate @ University of the Philippines Diliman
- Participation as a lead engineer in Philippine Microsatellite Program
- Embedded software development for communications payload and experimental aspect sensor
Educational profile
- Ph.D. (cum laude), Ingegneria dell’Informazione, Politecnico di Milano, Italy, 2023
- M.Sc., Elektrotechnik, Informationstechnik, Technische Informatik, RWTH Aachen, Germany, 2016
- B.Sc., Computer Engineering, University of the Philippines Diliman, Philippines, 2012
Recent Publications
Sample-Based Trust Region Dynamics in Contextual Global Optimization
L. Sabug, L. Fagiano and F. Ruiz, "Sample-Based Trust Region Dynamics in Contextual Global Optimization," in IEEE Control Systems Letters, vol. 8
Simultaneous Design of Passive and Active Spacecraft Attitude Control Using Black-Box Optimization
L. Sabug, G.P. Incremona, M. Tanelli, F. Ruiz, and L. Fagiano, "Simultaneous design of passive and active spacecraft attitude control using black-box optimization," in Control Engineering Practice, vol. 135
More exhaustive list found here.
Service and leadership
- Occasional reviewer for international journals and conferences in optimization and control, e.g., Automatica, Int. J. Control, L-CSS, IEEE CDC, IEEE CCTA, etc.
- Mentoring aspiring research graduate students, in a personal capacity, and as mentor with Graduate Mentorship and Assistance Program (GradMAP Philippines).