Siyu Tao

658 total citations
21 papers, 488 citations indexed

About

Siyu Tao is a scholar working on Computational Theory and Mathematics, Management Science and Operations Research and Statistics, Probability and Uncertainty. According to data from OpenAlex, Siyu Tao has authored 21 papers receiving a total of 488 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Computational Theory and Mathematics, 9 papers in Management Science and Operations Research and 7 papers in Statistics, Probability and Uncertainty. Recurrent topics in Siyu Tao's work include Advanced Multi-Objective Optimization Algorithms (14 papers), Probabilistic and Robust Engineering Design (6 papers) and Optimal Experimental Design Methods (5 papers). Siyu Tao is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (14 papers), Probabilistic and Robust Engineering Design (6 papers) and Optimal Experimental Design Methods (5 papers). Siyu Tao collaborates with scholars based in United States, China and Denmark. Siyu Tao's co-authors include Wei Chen, Daniel W. Apley, Yichi Zhang, Liwei Wang, Ping Zhu, Ramin Bostanabad, Xueju Wang, Shuman Xia, Feifei Fan and Ting Zhu and has published in prestigious journals such as Nature Communications, Technometrics and AIAA Journal.

In The Last Decade

Siyu Tao

21 papers receiving 477 citations

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Siyu Tao 152 120 95 90 76 21 488
Junhong Wei 124 0.8× 97 0.8× 150 1.6× 116 1.3× 98 1.3× 36 590
Ziyan Ren 167 1.1× 286 2.4× 15 0.2× 79 0.9× 67 0.9× 67 577
Lipeng Wang 80 0.5× 93 0.8× 27 0.3× 70 0.8× 45 0.6× 52 453
Xiaolei Yin 127 0.8× 15 0.1× 30 0.3× 179 2.0× 91 1.2× 23 502
Angel Urbina 64 0.4× 109 0.9× 9 0.1× 185 2.1× 71 0.9× 47 405
Shuyue Wang 62 0.4× 64 0.5× 22 0.2× 70 0.8× 33 0.4× 39 480
Tamás Orosz 39 0.3× 323 2.7× 38 0.4× 17 0.2× 23 0.3× 47 562
Xuerong Ye 18 0.1× 260 2.2× 21 0.2× 70 0.8× 43 0.6× 78 549
Hu Chen 22 0.1× 143 1.2× 142 1.5× 12 0.1× 59 0.8× 54 588

Countries citing papers authored by Siyu Tao

Since Specialization
Citations

This map shows the geographic impact of Siyu Tao's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Siyu Tao with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siyu Tao more than expected).

Fields of papers citing papers by Siyu Tao

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Siyu Tao. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Siyu Tao. The network helps show where Siyu Tao may publish in the future.

Co-authorship network of co-authors of Siyu Tao

This figure shows the co-authorship network connecting the top 25 collaborators of Siyu Tao. A scholar is included among the top collaborators of Siyu Tao based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Siyu Tao. Siyu Tao is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Feng, Tao, Richard Martin Lusby, Yongxiang Zhang, et al.. (2024). A branch-and-price algorithm for integrating urban rail crew scheduling and rostering problems. Transportation Research Part B Methodological. 183. 102941–102941. 11 indexed citations
2.
Feng, Tao, Richard Martin Lusby, Yongxiang Zhang, et al.. (2023). An ADMM-based dual decomposition mechanism for integrating crew scheduling and rostering in an urban rail transit line. Transportation Research Part C Emerging Technologies. 149. 104081–104081. 25 indexed citations
3.
Zhang, Zongxing, et al.. (2023). Effect of pitting corrosion on the mechanical properties and fracture model of steel wires for bridge cable. Anti-Corrosion Methods and Materials. 70(4). 173–181. 7 indexed citations
4.
Tao, Siyu, Daniel W. Apley, Matthew Plumlee, & Wei Chen. (2021). Latent variable Gaussian process models: A rank‐based analysis and an alternative approach. International Journal for Numerical Methods in Engineering. 122(15). 4007–4026. 2 indexed citations
5.
Tao, Siyu, Anton van Beek, Daniel W. Apley, & Wei Chen. (2021). Multi-Model Bayesian Optimization for Simulation-Based Design. Journal of Mechanical Design. 143(11). 15 indexed citations
6.
Iyer, Akshay, Yichi Zhang, Aditya Prasad, et al.. (2020). Data centric nanocomposites design via mixed-variable Bayesian optimization. Molecular Systems Design & Engineering. 5(8). 1376–1390. 23 indexed citations
7.
Beek, Anton van, Siyu Tao, TeYu Chien, et al.. (2020). Scalable Objective-Driven Batch Sampling in Simulation-Based Design for Models With Heteroscedastic Noise. 2 indexed citations
8.
Tao, Siyu, Anton van Beek, Daniel W. Apley, & Wei Chen. (2020). Bayesian Optimization for Simulation-Based Design of Multi-Model Systems. 2 indexed citations
9.
Beek, Anton van, Siyu Tao, TeYu Chien, et al.. (2020). Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise. Journal of Mechanical Design. 143(3). 10 indexed citations
10.
Wang, Liwei, Siyu Tao, Ping Zhu, & Wei Chen. (2020). Data-Driven Topology Optimization With Multiclass Microstructures Using Latent Variable Gaussian Process. Journal of Mechanical Design. 143(3). 65 indexed citations
11.
Iyer, Akshay, Yichi Zhang, Aditya Prasad, et al.. (2019). Data-Centric Mixed-Variable Bayesian Optimization for Materials Design. 18 indexed citations
12.
Tao, Siyu, et al.. (2019). Input Mapping for Model Calibration with Application to Wing Aerodynamics. AIAA Journal. 57(7). 2734–2745. 20 indexed citations
13.
Zhang, Yichi, Siyu Tao, Wei Chen, & Daniel W. Apley. (2019). A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors. Technometrics. 62(3). 291–302. 72 indexed citations
14.
Beek, Anton van, Siyu Tao, Matthew Plumlee, Daniel W. Apley, & Wei Chen. (2019). Integration of Normative Decision-Making and Batch Sampling for Global Metamodeling. Journal of Mechanical Design. 142(3). 6 indexed citations
15.
Beek, Anton van, Siyu Tao, & Wei Chen. (2019). Global Emulation Through Normative Decision Making and Thrifty Adaptive Batch Sampling. 2 indexed citations
16.
Tao, Siyu, et al.. (2018). Enhanced Collaborative Optimization Using Alternating Direction Method of Multipliers. Structural and Multidisciplinary Optimization. 58(4). 1571–1588. 15 indexed citations
17.
Bostanabad, Ramin, et al.. (2017). Leveraging the nugget parameter for efficient Gaussian process modeling. International Journal for Numerical Methods in Engineering. 114(5). 501–516. 53 indexed citations
18.
19.
Wang, Xueju, Feifei Fan, Jiangwei Wang, et al.. (2015). High damage tolerance of electrochemically lithiated silicon. Nature Communications. 6(1). 8417–8417. 117 indexed citations
20.
Huang, Fang, et al.. (2007). The Application of Combined Forecast Method in Predicting Freight Volume of Railway. 3347–3352. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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