Siyu Tao

High damage tolerance of electrochemically lithiated silicon

Xueju Wang, Feifei Fan, Jiangwei Wang et al. · Nature Communications · 2015 · 137 citations · Full text

A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors

Yichi Zhang, Siyu Tao, Wei Chen et al. · Technometrics · 2019 · 104 citations

Engineering, Latent Variable Approach, Gaussian Process Modeling +19

Data-Driven Topology Optimization With Multiclass Microstructures Using Latent Variable Gaussian Process

Liwei Wang, Siyu Tao, Ping Zhu et al. · Journal of Mechanical Design · 2020 · 80 citations

Large-scale Global Optimization, Engineering, Multiscale Mechanics +27

Leveraging the nugget parameter for efficient Gaussian process modeling

Ramin Bostanabad, Tucker Kearney, Siyu Tao et al. · International Journal for Numerical Methods in Engineering · 2017 · 64 citations

Engineering, Machine Learning, Model Tuning +21

An ADMM-based dual decomposition mechanism for integrating crew scheduling and rostering in an urban rail transit line

Tao Feng, Richard Martin Lusby, Yongxiang Zhang et al. · Transportation Research Part C Emerging Technologies · 2023 · 35 citations

Transport Network Analysis, Engineering, Scheduling Problem +12