• 2380 Citations
  • 24 h-Index
20032022
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Personal profile

Education/Academic qualification

PHD, University of Pennsylvania

… → 2008

MS, University of Pennsylvania

… → 2004

Fingerprint Dive into the research topics where Georgios Fainekos is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Temporal logic Engineering & Materials Science
Specifications Engineering & Materials Science
Temporal Logic Mathematics
Hybrid systems Engineering & Materials Science
Motion planning Engineering & Materials Science
Robots Engineering & Materials Science
Testing Engineering & Materials Science
Controllers Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2003 2019

  • 2380 Citations
  • 24 h-Index
  • 68 Conference contribution
  • 19 Article
  • 2 Patent
  • 1 Chapter

Continuous simulation optimization with model mismatch using Gaussian process regression

Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulation Optimization
Continuous Optimization
Gaussian Process
Fidelity
Regression
2 Citations (Scopus)

Evaluating perception systems for autonomous vehicles using quality temporal logic

Dokhanchi, A., Ben Amor, H., Deshmukh, J. V. & Fainekos, G., Jan 1 2019, Runtime Verification- 18th International Conference, RV 2018, Proceedings. Leucker, M. & Colombo, C. (eds.). Springer Verlag, p. 409-416 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11237).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Situation Awareness
Temporal logic
Autonomous Vehicles
Temporal Logic
Formal languages

Falsification of cyber-physical systems through multi-fidelity stochastic optimization

Inanlouganji, A., Yaghoubi, S., Fainekos, G. & Pedrielli, G., Apr 15 2019, SNR 2019 - Proceedings of the 5th International Workshop on Symbolic-Numeric Methods for Reasoning about CPS and IoT. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, 3313371. (SNR 2019 - Proceedings of the 5th International Workshop on Symbolic-Numeric Methods for Reasoning about CPS and IoT).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic Optimization
Fidelity
Simulation Model
Cost Function
Cost functions
1 Citation (Scopus)

Falsification of cyber-physical systems with robustness uncertainty quantification through stochastic optimization with adaptive restart

Mathesen, L., Yaghoubi, S., Pedrielli, G. & Fainekos, G., Aug 2019, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE Computer Society, p. 991-997 7 p. 8843005. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Temporal logic
Trajectories
Specifications
Formal logic
Uncertainty
4 Citations (Scopus)

Gray-box adversarial testing for control systems with machine learning components

Yaghoubi, S. & Fainekos, G., Apr 16 2019, HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control. Association for Computing Machinery, Inc, p. 179-184 6 p. (HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Neural networks
Control systems
Closed loop control systems
Controllers

Projects 2010 2022