Research Output per year
Fingerprint Dive into the research topics where Giulia Pedrielli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Simulation Optimization
Mathematics
Discrete event simulation
Engineering & Materials Science
Optimization
Mathematics
Discrete Event Simulation
Mathematics
Sampling
Engineering & Materials Science
Discrete Event
Mathematics
Stochastic Optimization
Mathematics
Fidelity
Mathematics
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2011 2019
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 proceeding › Conference contribution
Simulation Optimization
Continuous Optimization
Gaussian Process
Fidelity
Regression
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 proceeding › Conference 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 proceeding › Conference contribution
Temporal logic
Trajectories
Specifications
Formal logic
Uncertainty
Simulation-based Benders cuts: A new cutting approach to approximately solve simulation-optimization problems
Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2225-2236 12 p. 8632326. (Proceedings - Winter Simulation Conference; vol. 2018-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Simulation Optimization
Benders Decomposition
Optimization Problem
Large Solutions
Simulation
Stochastic optimization for feasibility determination: An application to water pump operation in water distribution network
Tsai, Y. A., Pedrielli, G., Mathesen, L., Zabinsky, Z. B., Huang, H., Candelieri, A. & Perego, R., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1945-1956 12 p. 8632513. (Proceedings - Winter Simulation Conference; vol. 2018-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Distribution Network
Stochastic Optimization
Electric power distribution
Pump
Pumps
Projects 2017 2022
Collaborative Research: AccelNet: An International Network of Networks for Well-being in Built Environments (IN2WIBE)
National Science Foundation (NSF)
10/1/19 → 9/30/22
Project: Research project
EAGER: CMMI: OE: Exploring Discrete Event Dynamics to model and control intelligent systems
National Science Foundation (NSF)
6/1/18 → 5/31/20
Project: Research project
Center of Excellence for Accelerating Operational Efficiency (CAOE)
Maciejewski, R., Roe-Sepowitz, D., Liu, H., Askin, R., Kull, T., Ahn, G., Mirchandani, P., Mancenido, M., Tong, H., He, J., Sefair, J., Chiou, E., Pedrielli, G., Silva, Y. & Pavlic, T.
US Department of Homeland Security (DHS)
9/1/17 → 6/30/20
Project: Research project
CES Project: Coverage guarantees for requirements guided falsification
INDUSTRY: Various Consortium Members
8/1/18 → 8/31/19
Project: Research project