Index Catalog // Deep Blue Data

Need language around using Deep Blue Data as a repository for your NIH data sharing plan? See Data Sharing Boilerplate .

Start Over

Filtering by: Keyword Bayesian model selection Language Python

Data and code for paper title "Bayesian Model Selection for Network Discrimination and Risk-informed Decision Making in Material Flow Analysis"

Creator:

Liao, Jiankan, Deng, Sidi, Huan, Xun, and Cooper, Daniel R.

Description:

We apply Bayesian inference to reduce network structure uncertainty on material flow analysis (MFA) and demonstrate the methodology through a case study on U.S. steel flow. In addition, we derive an input/output-based analysis to conduct decision-making based on the uncertainty results from MFA

Keyword:

Bayesian inference, Network structure uncertainty, Bayesian model selection, and Input/output analysis

Citation to related publication:

Liao, Jiankan, Deng, Sidi, Xun Huan, and Daniel Cooper. "Bayesian Model Selection for Network Discrimination and Risk-informed Decision Making in Material Flow Analysis." arXiv preprint arXiv:2501.05556 (2025).

Discipline:

Engineering