Estimating maximum shear modulus (G0) using adaptive neuro-fuzzy inference system (ANFIS)

Research output: Contribution to journalArticleScientificpeer-review

Abstract

Realistic estimation of soil behavior is dependent on considering very small and small strain domains. Lengthy formulas proposed in the literature have limited predictive power for estimation of maximum shear modulus, G0. The aim of this study is to overcome this drawback. Theoretical aspects of fuzzy sets and adaptive neuro-fuzzy inference system (Anfis) are presented. Then, Anfis is implemented within a logical platform that adapts itself with available data to estimate and describe G0.
Original languageEnglish
Article number107105
JournalSoil dynamics and earthquake engineering
Volume153
DOIs
Publication statusE-pub ahead of print - 3 Dec 2021
Publication typeA1 Journal article-refereed

Keywords

  • Anfis
  • Fuzzy sets
  • Shear modulus
  • Soil dynamics
  • Very small strain

Publication forum classification

  • Publication forum level 1

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