Giulia Pedrielli

Assistant Professor

Assistant Professor, GIOS: Sustainability Initiative
Assistant Professor, GSI: Cybersecurity and Digital Forensics, Center for (CDF)
Assistant Professor, IAFSE-CIDSE: Industrial, Systems and Operations Engineering
Assistant Professor, IAFSE-CIDSE: Assured and Scalable Data Engineering, Center for (CASCADE)
Assistant Professor, IAFSE-CIDSE: ASU-Mayo Center for Innovative Imaging (AMCII)
Assistant Professor, IAFSE-CIDSE: Embedded Systems, Consortium for (CES)
Assistant Professor, GSI: DHS Center of Excellence - CAOE
Assistant Professor, Computing, Informatics and Decision Systems Engineering, School of (CIDSE)
Assistant Professor, Global Security Initiative (GSI)

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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311 Citations
10 h-Index
34 Conference contribution
19 Article
4 Conference article
2 Chapter

Stochastic optimization with adaptive restart: a framework for integrated local and global learning
Mathesen, L., Pedrielli, G., Ng, S. H. & Zabinsky, Z. B., Jan 2021, In: Journal of Global Optimization. 79, 1, p. 87-110 24 p.
Research output: Contribution to journal › Article › peer-review
An extended Two-Stage Sequential Optimization approach: Properties and performance
Pedrielli, G., Wang, S. & Ng, S. H., Dec 16 2020, In: European Journal of Operational Research. 287, 3, p. 929-945 17 p.
Research output: Contribution to journal › Article › peer-review
A real time simulation optimization framework for vessel collision avoidance and the case of singapore strait
Pedrielli, G., Xing, Y., Peh, J. H., Koh, K. W. & Ng, S. H., Mar 2020, In: IEEE Transactions on Intelligent Transportation Systems. 21, 3, p. 1204-1215 12 p., 8753684.
Research output: Contribution to journal › Article › peer-review
Cyber coordinated simulation for distributed multi-stage additive manufacturing systems
Sun, H., Pedrielli, G., Zhao, G., Zhou, C., Xu, W. & Pan, R., Oct 2020, In: Journal of Manufacturing Systems. 57, p. 61-71 11 p.
Research output: Contribution to journal › Article › peer-review
Multi-Fidelity Modeling for Analysis and Optimization of Serial Production Lines
Kang, Y., Mathesen, L., Pedrielli, G., Ju, F. & Lee, L. H., 2020, (Accepted/In press) In: IEEE Transactions on Automatic Control.
Research output: Contribution to journal › Article › peer-review

2 Finished
7 Active

SaTC: CORE: Medium: Self-Adaptive Cyber Risk Management via Machine to Machine Economy supported by blockchain and smart contracts technology
Jevtic, P., Bao, Y., Lanchier, N., Pedrielli, G. & Boscovic, D.
National Science Foundation (NSF)
10/1/20 → 9/30/23
Project: Research project
Collaborative Research: FET: Small: Hierarchical Computational Framework for large scale RNA Design Pathway Discovery through Data and Experiments
Wu, T., Yan, H., Pedrielli, G. & Sulc, P.
National Science Foundation (NSF)
8/15/20 → 7/31/23
Project: Research project
Collaborative Research: RAPID: RTEM: Rapid Testing as Multi-fidelity Data Collection for Epidemic Modeling
Pedrielli, G. & Candan, K.
National Science Foundation (NSF)
4/15/20 → 3/31/21
Project: Research project
CertGATE: Certification from Generation of Automated Test Evidence
Pedrielli, G. & Fainekos, G.
DOD-DARPA: Defense Sciences Office (DSO)
3/12/20 → 2/21/24
Project: Research project
Collaborative Research: AccelNet: An International Network of Networks for Well-being in Built Environments (IN2WIBE)
Wu, T. & Pedrielli, G.
National Science Foundation (NSF)
10/1/19 → 9/30/22
Project: Research project