Kai Cheng
Statistics and Probability · with Lu · 2017–2022
A researcher in the Science corpus: 3 papers; trusts 13 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 50 citations into it
- Civil and Structural Engineering — 29 citations into it
- Mechanics of Materials — 15 citations into it
- Computational Theory and Mathematics — 9 citations into it
- Safety, Risk, Reliability and Quality — 9 citations into it
Whom Kai Cheng trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Iason Papaioannou
- Siu-Kui Au
- Yan-Gang Zhao
- B. Echard
- C. Bucher
- Todd K. Moon
- Daniel Straub
- James L. Beck
- Zhenzhou Lu
- T. Ono
Papers from Kai Cheng's perspective
Ordered by how strongly the researchers Kai Cheng trusts endorse each paper. Same corpus, a different order for every researcher.
- AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation
- Asymptotic sampling for high-dimensional reliability analysis
- Moment methods for structural reliability
- Multifidelity importance sampling
- A new learning function for Kriging and its applications to solve reliability problems in engineering (Computers and Mathematics with Applications)
- Estimation of Small Failure Probabilities in High Dimensions by Subset Simulation
- The expectation-maximization algorithm
- Combination line sampling for structural reliability analysis
- Reliability sensitivity estimation with sequential importance sampling (Structural Safety)
- A new directional simulation method for system reliability. Part I: application of deterministic point sets
Their papers
- Rare event estimation with sequential directional importance sampling (2022) — 54 citations
- Adaptive sparse polynomial chaos expansions for global sensitivity analysis based on support vector regression (2018) — 118 citations
- Temporal and spatial multi-parameter dynamic reliability and global reliability sensitivity analysis based on the extreme value moments (2017) — 83 citations