Concepedia

Shear capacity assessment of perforated steel plate shear wall based on the combination of verified finite element analysis, machine learning, and gene expression programming

Maryam Bypour, Alireza Mahmoudian, Nima Tajik, Mostafa Mohammadzadeh Taleshi, Seyed Rasoul Mirghaderi, Mohammad Yekrangnia

Asian Journal of Civil Engineering · 2024 · 11 citations · 44 references

Concepts

EngineeringCivil EngineeringMaterials ScienceFinite Element AnalysisMechanical Behavior Of MaterialsStructural MaterialsShear PropertiesShear StrengthSteel StructuresStructural AssessmentStructural Finite Element AnalysisStructural Performance AnalysisPlate Finite Element AnalysisShear Wall BehaviorSteel Plate Shear WallsWall Shear Stress Estimation

References

44

A Unified Approach to Interpreting Model Predictions

Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2017 · 7.6K citations · Full text

Computing, Computer Science, Data Science +17

Gene Expression Programming: a New Adaptive Algorithm for Solving Problems

Cândida Ferreira · ArXiv.org · 2001 · 2K citations · Full text

Architecture, Genetics, Gene Expression +8

Solving large scale linear prediction problems using stochastic gradient descent algorithms

Tong Zhang · 2004 · 1.1K citations

Computing, Computer Science, Algorithms +16

Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach

Sujith Mangalathu, Seong‐Hoon Hwang, Jong‐Su Jeon · Engineering Structures · 2020 · 1K citations

Computing, Computer Science, Industrial Engineering +7

Machine Learning Benchmarks and Random Forest Regression

Mark R. Segal · eScholarship (California Digital Library) · 2004 · 682 citations · Full text

Computing, Computer Science, Machine Learning +16