Dongbin Xiu
Impact in
- Statistics, Probability and Uncertainty top 0.01%
- Probabilistic and Robust Engineering Design
- Statistical and Nonlinear Physics top 0.1%
- Model Reduction and Neural Networks
Papers in
-
- Probabilistic and Robust Engineering Design 80
-
- Model Reduction and Neural Networks 30
- Co-authors
- George Em Karniadakis (12 shared papers)Jan S. Hesthaven (1 shared paper)Kailiang Wu (11 shared papers)Youssef Marzouk (2 shared papers)Daniel M. Tartakovsky (4 shared papers)Akil Narayan (8 shared papers)Jing Li (4 shared papers)Tong Qin (4 shared papers)
- Journals
- Journal of Computational Physics (32 papers)SIAM Journal on Scientific Computing (21 papers)Communications in Computational Physics (9 papers)International Journal for Uncertainty Quantification (7 papers)Journal of Scientific Computing (6 papers)
- Partner nations
- United StatesChinaAustralia
In The Last Decade
Dongbin Xiu
109 papers receiving 11.2k citations
Dongbin Xiu's Hit Papers
Peers
Comparison fields: 5 of 143
- Statistics, Probability and Uncertainty 8.7k
- Statistical and Nonlinear Physics 2.6k
- Environmental Engineering 2.5k
- Computational Theory and Mathematics 2.4k
- Civil and Structural Engineering 2.8k
Countries citing papers authored by Dongbin Xiu
This map shows the geographic impact of Dongbin Xiu'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 Dongbin Xiu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dongbin Xiu more than expected).
Fields of papers citing papers by Dongbin Xiu
This network shows the impact of papers produced by Dongbin Xiu. 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 Dongbin Xiu. The network helps show where Dongbin Xiu may publish in the future.
Co-authors
The 25 scholars most cited alongside Dongbin Xiu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 116 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations Hit paper breakdown → | 2002 | 3524 |
| 2 | High-Order Collocation Methods for Differential Equations with Random Inputs Hit paper breakdown → | 2005 | 1137 |
| 3 | Modeling uncertainty in flow simulations via generalized polynomial chaos Hit paper breakdown → | 2003 | 1096 |
| 4 | Numerical Methods for Stochastic Computations: A Spectral Method Approach Hit paper breakdown → | 2010 | 797 |
| 5 | Fast Numerical Methods for Stochastic Computations: A Review Hit paper breakdown → | 2009 | 447 |
| 6 | Numerical Methods for Stochastic Computations Hit paper breakdown → | 2010 | 412 |
| 7 | 2002 | 412 | |
| 8 | 2010 | 303 | |
| 9 | 2007 | 230 | |
| 10 | 2001 | 211 | |
| 11 | 2009 | 207 | |
| 12 | 2019 | 187 | |
| 13 | 2003 | 173 | |
| 14 | 2001 | 153 | |
| 15 | 2006 | 113 | |
| 16 | 2020 | 111 | |
| 17 | 2009 | 103 | |
| 18 | 2010 | 100 | |
| 19 | 2014 | 87 | |
| 20 | 2005 | 87 |
About Dongbin Xiu
Dongbin Xiu is a scholar working on Statistics, Probability and Uncertainty, Statistical and Nonlinear Physics, Environmental Engineering, Computational Theory and Mathematics and Computational Mechanics, having authored 116 papers that have together received 11.7k indexed citations. Recurring topics across this work include Probabilistic and Robust Engineering Design (80 papers), Model Reduction and Neural Networks (30 papers), Wind and Air Flow Studies (25 papers), Advanced Multi-Objective Optimization Algorithms (21 papers), Computational Fluid Dynamics and Aerodynamics (10 papers), Optimal Experimental Design Methods (8 papers), Neural Networks and Applications (7 papers) and Sparse and Compressive Sensing Techniques (6 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (8.7k citations), Statistical and Nonlinear Physics (2.6k citations), Environmental Engineering (2.5k citations), Computational Theory and Mathematics (2.4k citations) and Civil and Structural Engineering (2.8k citations). Dongbin Xiu has collaborated with scholars based in United States, China and Australia. Frequent co-authors include George Em Karniadakis, Jan S. Hesthaven, Kailiang Wu, Youssef Marzouk, Daniel M. Tartakovsky, Akil Narayan, Jing Li, Tong Qin, John Jakeman and Yeonjong Shin. Their work appears in journals such as Journal of Computational Physics, SIAM Journal on Scientific Computing, Communications in Computational Physics, International Journal for Uncertainty Quantification and Journal of Scientific Computing.
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.