Browsing by Subject "Bayesian network"
Now showing items 1-6 of 6
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Copy Number and Gene Expression: Stochastic Modeling and Therapeutic Application
(2013-05-01)The advances of high-throughput technologies, such as next-generation sequencing and microarrays, have rapidly improved the accessibility of molecular profiles in tumor samples. However, due to the immaturity of relevant ... -
Developing Leading Indicators Framework for Predicting Kicks and Preventing Blowouts
(2019-02-08)Due to the operational complexities of drilling, completion and well intervention activities, it is often quite challenging to predict a potential blowout scenario timely and efficiently. In drilling operations, blowouts ... -
Dynamic Operational Risk Assessment with Bayesian Network
(2012-10-19)Oil/gas and petrochemical plants are complicated and dynamic in nature. Dynamic characteristics include ageing of equipment/components, season changes, stochastic processes, operator response times, inspection and testing ... -
Efficiency Prediction and Mechanism Discovery for the CRISPR-Cas9 System
(2018-05-08)CRISPR-Cas9 has been employed as a genome editing tool in a wide range of cells of different organisms. One of the biggest challenges it faces is to maintain the efficiency of the gene regulation. To address this challenge, ... -
Probabilistic Risk Assessment of Offshore Production Platform by Bayesian Network Application to HAZOP and Bow-tie Studies
(2016-12-02)Successful risk management in an offshore oil and gas production platform requires accurate and up-to-date probability of occurrence of process safety events. Traditional hazard identification and risk assessment techniques ... -
Reliability Evaluation of Composite Power Systems Including the Effects of Hurricanes
(2011-02-22)Adverse weather such as hurricanes can significantly affect the reliability of composite power systems. Predicting the impact of hurricanes can help utilities for better preparedness and make appropriate restoration ...