Search Results for author: Shijie Zhong

Found 1 papers, 0 papers with code

Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo

no code implementations26 Mar 2024 Shijie Zhong, Wanggang Shen, Tommie Catanach, Xun Huan

We present a computational framework of predictive goal-oriented OED (GO-OED) suitable for nonlinear observation and prediction models, which seeks the experimental design providing the greatest EIG on the QoIs.

Bayesian Optimization Density Estimation +1

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