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

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2023

A decoupled approach for determination of the joint probability density function of a high-dimensional nonlinear stochastic dynamical system via the probability density evolution method

71 cited

2020Copula-Based Quantification of Probabilistic Dependence Configurations of Material Parameters in Damage Constitutive Modeling of Concrete60 cited

2019An efficient new PDEM-COM based approach for time-variant reliability assessment of structures with monotonically deteriorating materials53 cited

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