Patents by Inventor Husam Mustafa

Husam Mustafa has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Reservoir properties prediction with least square support vector machine
    Patent number: 9128203
    Abstract: Subsurface reservoir properties are predicted despite limited availability of well log and multiple seismic attribute data. The prediction is achieved by computer modeling with least square regression based on a support vector machine methodology. The computer modeling includes supervised computerized data training, cross-validation and kernel selection and parameter optimization of the support vector machine. An attributes selection technique based on cross-correlation is adopted to select most appropriate attributes used for the computerized training and prediction in the support vector machine.
    Type: Grant
    Filed: September 14, 2012
    Date of Patent: September 8, 2015
    Assignee: Saudi Arabian Oil Company
    Inventors: Saleh Al-Dossary, Jinsong Wang, Nasher M. Albinhassan, Husam Mustafa
  • RESERVOIR PROPERTIES PREDICTION WITH LEAST SQUARE SUPPORT VECTOR MACHINE
    Publication number: 20130080066
    Abstract: Subsurface reservoir properties are predicted despite limited availability of well log and multiple seismic attribute data. The prediction is achieved by computer modeling with least square regression based on a support vector machine methodology. The computer modeling includes supervised computerized data training, cross-validation and kernel selection and parameter optimization of the support vector machine.
    Type: Application
    Filed: September 14, 2012
    Publication date: March 28, 2013
    Applicant: SAUDI ARABIAN OIL COMPANY
    Inventors: Saleh Al-Dossary, Jinsong Wang, Nasher M. AlBinHassan, Husam Mustafa