Multi-fidelity modeling for analysis of serial production lines. - Yunyi Kang; Logan Mathesen; Giulia Pedrielli; Feng Ju (CASE, 2017)

Trust region based stochastic optimization with adaptive restart: A family of global optimization algorithms. - Logan Mathesen; Giulia Pedrielli; Szu Hui Ng (WSC, 2017)

Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution Network. - Yi-An Tsai; Giulia Pedrielli; Logan Mathesen; Zelda B. Zabinsky; Hao Huang 012; Antonio Candelieri; Riccardo Perego (WSC, 2018)

Falsification of Cyber-Physical Systems with Robustness Uncertainty Quantification Through Stochastic optimization with Adaptive Restart. - Logan Mathesen; Shakiba Yaghoubi; Giulia Pedrielli; Georgios Fainekos (CASE, 2019)

ARCH-COMP 2019 Category Report: Falsification. - Gidon Ernst; Paolo Arcaini; Alexandre Donzé; Georgios Fainekos; Logan Mathesen; Giulia Pedrielli; Shakiba Yaghoubi; Yoriyuki Yamagata; Zhenya Zhang (ARCH@CPSIoTWeek, 2019)

Complicacy-Guided Parameter Space Sampling for Knowledge Discovery with Limited Simulation Budgets. - Xilun Chen 001; Logan Mathesen; Giulia Pedrielli; K. Selçuk Candan (ICBK, 2019)

Subspace Communication Driven Search for High Dimensional Optimization. - Logan Mathesen; Kaushik Keezhnagar Chandrasekar; Xinsheng Li; Giulia Pedrielli; K. Selçuk Candan (WSC, 2019)

Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data. - Giulia Pedrielli; K. Selçuk Candan; Xilun Chen 001; Logan Mathesen; Alireza Inanlouganji; Jie Xu 004; Chun-Hung Chen; Loo Hay Lee (Asia Pac. J. Oper. Res., 2019)

ARCH-COMP 2020 Category Report: Falsification. - Gidon Ernst; Paolo Arcaini; Ismail Bennani; Alexandre Donzé; Georgios Fainekos; Goran Frehse; Logan Mathesen; Claudio Menghi; Giulia Pedrielli; Marc Pouzet; Shakiba Yaghoubi; Yoriyuki Yamagata; et al. (ARCH, 2020)

ARCH-COMP 2021 Category Report: Falsification with Validation of Results. - Gidon Ernst; Paolo Arcaini; Ismail Bennani; Aniruddh Chandratre; Alexandre Donzé; Georgios Fainekos; Goran Frehse; Khouloud Gaaloul; Jun Inoue 001; Tanmay Khandait; Logan Mathesen; Claudio Menghi; et al. (ARCH@ADHS, 2021)

Efficient Optimization-Based Falsification of Cyber-Physical Systems with Multiple Conjunctive Requirements. - Logan Mathesen; Giulia Pedrielli; Georgios Fainekos (CASE, 2021)

Scaling Bayesian Optimization With Game Theory. - Logan Mathesen; Giulia Pedrielli; R. L. Smith (CoRR, 2021)

Stochastic optimization with adaptive restart: a framework for integrated local and global learning. - Logan Mathesen; Giulia Pedrielli; Szu Hui Ng; Zelda B. Zabinsky (J. Glob. Optim., 2021)

Multifidelity Modeling for Analysis and Optimization of Serial Production Lines. - Yunyi Kang; Logan Mathesen; Giulia Pedrielli; Feng Ju; Loo Hay Lee (IEEE Trans. Autom. Control., 2021)