Work

Joint probabilistic modelling and sampling from small data via probabilistic learning on manifolds and decoupled multi-probability density evolution method

Year: 2025

Type: article

Source: Probabilistic Engineering Mechanics

DOI: 10.1016/j.probengmech.2025.103736

Authors: Zhiqiang Wan, Meng-ze Lyu, Xu Hong, Yupeng Song, Jianbing Chen, Roger Ghanem

Institutions: Northwestern Polytechnical University, Tongji University, Hefei University of Technology, Nanjing Tech University, University of Southern California

Language: English

Topic: Probabilistic and Robust Engineering Design

Subfield: Statistics, Probability and Uncertainty

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

Funders: National Natural Science Foundation of China, China Postdoctoral Science Foundation, Fundamental Research Funds for the Central Universities

OpenAlex ID: W4406980680

FWCI: 7.074

Cites: 52

Cited by: 12

Related to: 10