| High damage tolerance of electrochemically lithiated silicon X Wang, F Fan, J Wang, H Wang, S Tao, A Yang, Y Liu, H Beng Chew, ... Nature communications 6 (1), 8417, 2015 | 143 | 2015 |
| A latent variable approach to Gaussian process modeling with qualitative and quantitative factors Y Zhang, S Tao, W Chen, DW Apley Technometrics 62 (3), 291-302, 2020 | 111 | 2020 |
| Leveraging the nugget parameter for efficient Gaussian process modeling R Bostanabad, T Kearney, S Tao, DW Apley, W Chen International journal for numerical methods in engineering 114 (5), 501-516, 2018 | 76 | 2018 |
| Data-driven topology optimization with multiclass microstructures using latent variable Gaussian process L Wang, S Tao, P Zhu, W Chen Journal of Mechanical Design 143 (3), 031708, 2021 | 57 | 2021 |
| Enhanced Gaussian process metamodeling and collaborative optimization for vehicle suspension design optimization S Tao, K Shintani, R Bostanabad, YC Chan, G Yang, H Meingast, W Chen International Design Engineering Technical Conferences and Computers and …, 2017 | 44 | 2017 |
| Input mapping for model calibration with application to wing aerodynamics S Tao, DW Apley, W Chen, A Garbo, DJ Pate, BJ German AIAA journal 57 (7), 2734-2745, 2019 | 30 | 2019 |
| Data-centric mixed-variable bayesian optimization for materials design A Iyer, Y Zhang, A Prasad, S Tao, Y Wang, L Schadler, LC Brinson, ... International design engineering technical conferences and computers and …, 2019 | 28 | 2019 |
| Data centric nanocomposites design via mixed-variable Bayesian optimization A Iyer, Y Zhang, A Prasad, P Gupta, S Tao, Y Wang, P Prabhune, ... Molecular Systems Design & Engineering 5 (8), 1376-1390, 2020 | 24 | 2020 |
| Scalable adaptive batch sampling in simulation-based design with heteroscedastic noise A van Beek, UF Ghumman, J Munshi, S Tao, TY Chien, ... Journal of Mechanical Design 143 (3), 031709, 2021 | 19 | 2021 |
| Multi-model Bayesian optimization for simulation-based design S Tao, A Van Beek, DW Apley, W Chen Journal of Mechanical Design 143 (11), 111701, 2021 | 16 | 2021 |
| Integration of normative decision-making and batch sampling for global metamodeling A Van Beek, S Tao, M Plumlee, DW Apley, W Chen Journal of Mechanical Design 142 (3), 031114, 2020 | 13 | 2020 |
| Enhanced collaborative optimization using alternating direction method of multipliers S Tao, K Shintani, G Yang, H Meingast, DW Apley, W Chen Structural and Multidisciplinary Optimization 58, 1571-1588, 2018 | 13 | 2018 |
| Global emulation through normative decision making and thrifty adaptive batch sampling A van Beek, S Tao, W Chen International Design Engineering Technical Conferences and Computers and …, 2019 | 6 | 2019 |
| Data-driven multiscale topology optimization using multi-response latent variable Gaussian process L Wang, S Tao, P Zhu, W Chen International design engineering technical conferences and computers and …, 2020 | 4 | 2020 |
| Scalable objective-driven batch sampling in simulation-based design for models with heteroscedastic noise A Van Beek, U Farooq Ghumman, J Munshi, S Tao, TY Chien, ... International Design Engineering Technical Conferences and Computers and …, 2020 | 4 | 2020 |
| Bayesian Optimization for Simulation-Based Design of Multi-Model Systems S Tao, A Van Beek, DW Apley, W Chen International Design Engineering Technical Conferences and Computers and …, 2020 | 3 | 2020 |
| Latent variable Gaussian process models: A rank‐based analysis and an alternative approach S Tao, DW Apley, M Plumlee, W Chen International Journal for Numerical Methods in Engineering 122 (15), 4007-4026, 2021 | 1 | 2021 |
| Multidisciplinary and Dynamic Decisions in Simulation-Based Design S Tao Northwestern University, 2020 | | 2020 |
Wei ChenNorthwestern UniversityVerified email at northwestern.edu
