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Filtering by: Creator Dong, Jiayuan Language Python

Data and code for paper title "Expert elicitation and data noise learning for material flow analysis using Bayesian inference"

Creator:

Dong, Jiayuan, Liao, Jiankan, Huan, Xun, and Cooper, Daniel R.

Description:

We apply expert elicitation to assign informative prior to material flow analysis and conduct Bayesian inference for parameter and data noise learning.

Keyword:

Bayesian inference, Bayes factor, data noise, prior elicitation and aggregation, and uncertainty quantification

Citation to related publication:

Dong, Jiayuan, Jiankan Liao, Xun Huan, and Daniel Cooper. "Expert elicitation and data noise learning for material flow analysis using Bayesian inference." Journal of Industrial Ecology 27, no. 4 (2023): 1105-1122.

Discipline:

Engineering