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math.NA2022
Domain-decomposed Bayesian inversion based on local Karhunen-Loève expansions
Zhihang Xu, Qifeng Liao, Jinglai Li
In many Bayesian inverse problems the goal is to recover a spatially varying random field. Such problems are often computationally challenging especially when the forward model is…
cs.LG2022
Deep neural network based adaptive learning for switched systems
Junjie He, Zhihang Xu, Qifeng Liao
In this paper, we present a deep neural network based adaptive learning (DNN-AL) approach for switched systems. Currently, deep neural network based methods are actively developed…