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Jungho Kim
Jungho Kim
Department of Civil and Environmental Engineering, University of California, Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Probability-Adaptive Kriging in n-Ball (PAK-Bn) for reliability analysis
J Kim, J Song
Structural Safety 85, 101924, 2020
632020
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
192021
Reliability-based design optimization using quantile surrogates by adaptive gaussian process
J Kim, J Song
Journal of Engineering Mechanics 147 (5), 04021020, 2021
152021
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
82023
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
72021
Adaptive active subspace-based metamodeling for high-dimensional reliability analysis
J Kim, Z Wang, J Song
Structural Safety 106, 102404, 2024
42024
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
22023
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
12024
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
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
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Articles 1–12