| Probability-Adaptive Kriging in n-Ball (PAK-Bn) for reliability analysis J Kim, J Song Structural Safety 85, 101924, 2020 | 61 | 2020 |
| Quantile surrogates and sensitivity by adaptive Gaussian process for efficient reliability-based design optimization J Kim, J Song Mechanical Systems and Signal Processing 161, 107962, 2021 | 19 | 2021 |
| Reliability-based design optimization using quantile surrogates by adaptive gaussian process J Kim, J Song Journal of Engineering Mechanics 147 (5), 04021020, 2021 | 15 | 2021 |
| Estimation of first-passage probability under stochastic wind excitations by active-learning-based heteroscedastic Gaussian process J Kim, S Yi, J Song Structural Safety 100, 102268, 2023 | 7 | 2023 |
| Yield strength estimation of X65 and X70 steel pipe with relatively low t/D ratio J Kim, SC Kang, JK Kim, J Song Steel and Composite Structures, An International Journal 38 (2), 151-164, 2021 | 7 | 2021 |
| Adaptive active subspace-based metamodeling for high-dimensional reliability analysis J Kim, Z Wang, J Song Structural Safety 106, 102404, 2024 | 3 | 2024 |
| Development of Reliability-Redundancy-Recoverability-based Decision Optimization (R3-DO) for Disaster Resilience of Structural Systems S Lim, J Kim, J Song Proc. 14th International Conference on Application of Statistics and …, 2023 | 2 | 2023 |
| Active learning-based structural design optimization under constraints on first-passage probability J Kim, S Yi, J Song Proc. 14th International Conference on Application of Statistics and …, 2023 | 1* | 2023 |
| Active learning-based optimization of structures under stochastic excitations with first-passage probability constraints J Kim, S Yi, J Song Engineering Structures 307, 117873, 2024 | | 2024 |
| Dimensionality reduction can be used as a surrogate model for high-dimensional forward uncertainty quantification J Kim, S Yi, Z Wang arXiv preprint arXiv:2402.04582, 2024 | | 2024 |
| Active learning methods and applications to reliability analysis and optimization of complex structural systems 김정호 서울대학교 대학원, 2022 | | 2022 |
| Active learning framework for estimating first-passage probability of stochastic wind-excited structural systems J Kim, S Yi, J Song 8th International Symposium on Reliability Engineering and Risk Management, 2022 | | 2022 |
Junho SongDepartment of Civil and Environmental Engineering, Seoul National UniversityVerified email at snu.ac.kr
