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Mathematical Problems in Engineering
Volume 2015, Article ID 287816, 10 pages
Research Article

Extreme Learning Machine for Reservoir Parameter Estimation in Heterogeneous Sandstone Reservoir

College of Computer Science and Information Engineering, Tianjin University of Science and Technology, Tianjin 300222, China

Received 21 August 2014; Revised 8 November 2014; Accepted 10 November 2014

Academic Editor: Zhan-li Sun

Copyright © 2015 Jianhua Cao et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [5 citations]

The following is the list of published articles that have cited the current article.

  • Jian Wang, Gang Liu, Liu Yang, Shu Jiang, Xian Shi, and Xinmin Ge, “Application of extreme learning machine and neural networks in total organic carbon content prediction in organic shale with wire line logs,” Journal of Natural Gas Science and Engineering, vol. 33, pp. 687–702, 2016. View at Publisher · View at Google Scholar
  • Xian Shi, Gang Liu, Xiaoling Gong, Jialin Zhang, Jian Wang, and Hongning Zhang, “An Efficient Approach for Real-Time Prediction of Rate of Penetration in Offshore Drilling,” Mathematical Problems in Engineering, vol. 2016, pp. 1–13, 2016. View at Publisher · View at Google Scholar
  • Jianhua Cao, Yancui Shi, Dan Wang, and Xiankun Zhang, “Acoustic Log Prediction on the Basis of Kernel Extreme Learning Machine for Wells in GJH Survey, Erdos Basin,” Journal of Electrical and Computer Engineering, vol. 2017, pp. 1–7, 2017. View at Publisher · View at Google Scholar
  • Zhi-zhong Wang, Xiang Huang, and Yu-ru Liang, “Oil-gas reservoir lithofacies stochastic modeling based on one- to three-dimensional Markov chains,” Journal of Central South University, vol. 25, no. 6, pp. 1399–1408, 2018. View at Publisher · View at Google Scholar
  • Behzad Tokhmechi, Vamegh Rasouli, Haleh Azizi, and Minou Rabiei, “Hybrid clustering-estimation for characterization of thin bed heterogeneous reservoirs,” Carbonates and Evaporites, 2018. View at Publisher · View at Google Scholar