| Demand, Supply, and Performance of Street-Hail Taxi R Zhang, R Ghanem IEEE Transactions on Intelligent Transportation Systems, 1-10, 2019 | 19 | 2019 |
| Gaussian process subspace prediction for model reduction R Zhang, S Mak, D Dunson SIAM Journal on Scientific Computing 44 (3), A1428-A1449, 2022 | 16 | 2022 |
| Newton retraction as approximate geodesics on submanifolds R Zhang arXiv preprint arXiv:2006.14751, 2020 | 10 | 2020 |
| Normal-bundle bootstrap R Zhang, R Ghanem SIAM Journal on Mathematics of Data Science 3 (2), 573-592, 2021 | 9 | 2021 |
| Environmental economics and uncertainty: Review and a machine learning outlook R Zhang, P Wingo, R Duran, K Rose, J Bauer, R Ghanem Oxford Research Encyclopedia of Environmental Science, 2020 | 7 | 2020 |
| Multifidelity Bayesian Optimization: A Review B Do, R Zhang AIAA Journal, 1-37, 2025 | 6* | 2025 |
| Epsilon-greedy Thompson sampling to Bayesian optimization B Do, T Adebiyi, R Zhang Journal of Computing and Information Science in Engineering 24 (12), 2024 | 5 | 2024 |
| Gaussian Process Thompson Sampling via Rootfinding TA Adebiyi, B Do, R Zhang NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty, 2024 | 4 | 2024 |
| Automated design of nonreciprocal thermal emitters via Bayesian optimization B Do, SJ Ghalekohneh, T Adebiyi, B Zhao, R Zhang Journal of Quantitative Spectroscopy and Radiative Transfer 331, 109260, 2025 | 3 | 2025 |
| Multi-fidelity machine learning for uncertainty quantification and optimization R Zhang, N Alemazkoor J. Mach. Learn. Model. Comput 5, 77-94, 2024 | 3 | 2024 |
| Optimizing Posterior Samples for Bayesian Optimization via Rootfinding TA Adebiyi, B Do, R Zhang arXiv preprint arXiv:2410.22322, 2024 | 3 | 2024 |
| Digital Twins and Civil Engineering Phases: Reorienting Adoption Strategies TA Adebiyi, NA Ajenifuja, R Zhang Journal of Computing and Information Science in Engineering 24 (10), 100801, 2024 | 3 | 2024 |
| Drivers Learn City-Scale Intra-Daily Dynamic Equilibrium R Zhang, R Ghanem IEEE Transactions on Intelligent Transportation Systems, 2022 | 2* | 2022 |
| Multi-market oligopoly of equal capacity R Zhang, R Ghanem arXiv preprint arXiv:2012.06742, 2020 | 2 | 2020 |
| Taxicab transportation: operations, equilibrium, and efficiency R Zhang University of Southern California, 2018 | 2 | 2018 |
| Machine learning for the assessment of socio-economic impacts of geophysical hazards R Ghanem, KK Rose, R Zhang AGU Fall Meeting Abstracts 2020, H052-04, 2020 | | 2020 |
| Taxi driver learns dynamic multi-market equilibrium R Zhang University of Southern California, 2018 | | 2018 |
| Stochastic Subspace via Bootstrap for Characterizing Model-form Uncertainty A Yadav, R Zhang | | |
Roger GhanemProfessor Civil Engineering, University of Southern CaliforniaVerificeret mail på usc.edu