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stat.AP2026
Matching Urban Flood Sensor Placement to Monitoring Objectives Using Bayesian Optimal Experimental Design
Chen Cheng, Vinh Ngoc Tran, Jiayuan Dong +5
Flood-monitoring sensors are often placed according to coverage, access, or expected inundation. However, the value of a measurement depends on the prediction or decision it is int…
stat.AP2022★ 16 cited
Expert Elicitation and Data Noise Learning for Material Flow Analysis using Bayesian Inference
Jiayuan Dong, Jiankan Liao, Xun Huan +1
Bayesian inference allows the transparent communication of uncertainty in material flow analyses (MFAs), and a systematic update of uncertainty as new data become available. Howeve…