Inverse modeling methods for indoor airborne pollutant tracking: literature review and fundamentals.

X Liu, Z Zhai - Indoor air, 2007 - search.ebscohost.com
Reduction in indoor environment quality calls for effective control and improvement
measures. Accurate and prompt identification of contaminant sources ensures that they can …

[图书][B] Environmental modelling: an uncertain future?

K Beven - 2018 - taylorfrancis.com
Uncertainty in the predictions of science when applied to the environment is an issue of
great current relevance in relation to the impacts of climate change, protecting against …

Expected value of sample information calculations in medical decision modeling

AE Ades, G Lu, K Claxton - Medical decision making, 2004 - journals.sagepub.com
There has been an increasing interest in using expected value of information (EVI) theory in
medical decision making, to identify the need for further research to reduce uncertainty in …

On monte carlo methods for Bayesian inference

SS Qian, CA Stow, ME Borsuk - Ecological modelling, 2003 - Elsevier
Bayesian methods are experiencing increased use for probabilistic ecological modelling.
Most Bayesian inference requires the numerical approximation of analytically intractable …

Estimation of Markov chain transition probabilities and rates from fully and partially observed data: uncertainty propagation, evidence synthesis, and model calibration

NJ Welton, AE Ades - Medical Decision Making, 2005 - journals.sagepub.com
Markov transition models are frequently used to model disease progression. The authors
show how the solution to Kolmogorov's forward equations can be exploited to map between …

Quantifying and reducing uncertainty in life cycle assessment using the Bayesian Monte Carlo method

SC Lo, H Ma, SL Lo - Science of the total environment, 2005 - Elsevier
The traditional life cycle assessment (LCA) does not perform quantitative uncertainty
analysis. However, without characterizing the associated uncertainty, the reliability of …

Bayesian analysis of data-worth considering model and parameter uncertainties

SP Neuman, L Xue, M Ye, D Lu - Advances in Water Resources, 2012 - Elsevier
The rational management of water resource systems requires an understanding of their
response to existing and planned schemes of exploitation, pollution prevention and/or …

水质模型研究进展与流域管理模型WARMF 评述

罗定贵, 王学军, 孙莉宁 - 水科学进展, 2005 - skxjz.nhri.cn
分析了以地表水, 地下水与非点源为代表的水质模型研究发展历程, 揭示了水质模型由经验-机理,
单要素(或无机, 大量, 无毒要素)-多要素(或有机, 微量, 有毒要素), 单介质-多介质, 稳态-动态 …

Application of machine learning in the fault diagnostics of air handling units

M Najafi, DM Auslander, PL Bartlett, P Haves, MD Sohn - Applied Energy, 2012 - Elsevier
An air handling unit's energy usage can vary from the original design as components fail or
fault–dampers leak or fail to open/close, valves get stuck, and so on. Such problems do not …

Rapidly locating and characterizing pollutant releases in buildings

MD Sohn, P Reynolds, N Singh… - Journal of the Air & Waste …, 2002 - Taylor & Francis
Releases of airborne contaminants in or near a building can lead to significant human
exposures unless prompt response measures are taken. However, possible responses can …