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Sucheta Swetlana

Indian Institute of Science (IISc) - Materials Research Centre

Bangalore, Karnataka 560012

India

  • Indian Institute of Science (IISc) - Materials Research Centre

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

An Interpretable Machine Learning Approach for Predicting Creep and Fatigue Life in Ti-Alloys

Number of pages: 12 Posted: 22 Apr 2022
Sucheta Swetlana, Ashish Rout and Abhisek Singh
Indian Institute of Science (IISc) - Materials Research Centre, Indian Institute of Science (IISc) - Materials Research Centre and Indian Institute of Science (IISc) - Materials Research Centre
Downloads 76 (830,555)

Abstract:

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Ti Alloys, fatigue life, Creep rupture, Gradient boost regressor, SHAP

2.

An Interpretable Machine Learning Approach for Predicting Creep and Fatigue Life in Ti-Alloy

Number of pages: 14 Posted: 08 Sep 2022
Sucheta Swetlana and Abhisek Singh
Indian Institute of Science (IISc) - Materials Research Centre and Indian Institute of Science (IISc) - Materials Research Centre
Downloads 75 (844,901)

Abstract:

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Fatigue life cyclesCreep rupture lifeTitanium alloysGradient boost regressionSHapley Additive exPlanations (SHAP)