Invention Application
US20160146972A1 Bayesian Updating Method Accounting for Non-Linearity Between Primary and Secondary Data 审中-公开
贝叶斯更新方法计算主要和次要数据之间的非线性

  • Patent Title: Bayesian Updating Method Accounting for Non-Linearity Between Primary and Secondary Data
  • Patent Title (中): 贝叶斯更新方法计算主要和次要数据之间的非线性
  • Application No.: US14950177
    Application Date: 2015-11-24
  • Publication No.: US20160146972A1
    Publication Date: 2016-05-26
  • Inventor: Sahyun HONG
  • Applicant: CONOCOPHILLIPS COMPANY
  • Main IPC: G01V99/00
  • IPC: G01V99/00 G06F17/18
Bayesian Updating Method Accounting for Non-Linearity Between Primary and Secondary Data
Abstract:
Examples of computer-implemented method for geostatistical reservoir modeling include: obtaining a prior probability distribution function using primary data; obtaining a likelihood probability distribution function, via a computer processor, using secondary data, wherein the likelihood probability distribution function is obtained using a Gaussian mixture model that models non-linear relationship between the primary data and secondary data; combining the prior probability distribution function with the likelihood probability distribution function to generate a posterior probability distribution function; and outputting a reservoir model based on the posterior probability distribution function.
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