Jungho Kim
Jungho Kim
Department of Civil and Environmental Engineering, University of California, Berkeley
Verified email at - Homepage
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Probability-Adaptive Kriging in n-Ball (PAK-Bn) for reliability analysis
J Kim, J Song
Structural Safety 85, 101924, 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
Reliability-based design optimization using quantile surrogates by adaptive gaussian process
J Kim, J Song
Journal of Engineering Mechanics 147 (5), 04021020, 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
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
Adaptive active subspace-based metamodeling for high-dimensional reliability analysis
J Kim, Z Wang, J Song
Structural Safety 106, 102404, 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
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
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
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
Active Learning Methods and Applications to Reliability Analysis and Optimization of Complex Structural Systems
서울대학교 대학원, 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
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