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Preprocessing of Inconsistent Creep Data Collected from a Literature Survey to Provide Reliable and Consistent Creep Life Prediction
Taejoo Lee, Chang-Seok Oh, Yoon Suk Choi
Korean J. Met. Mater. 2025;63(3):231-241.   Published online 2025 Mar 5
DOI: https://doi.org/10.3365/KJMM.2025.63.3.231

Abstract
Numerous studies on machine learning-based creep life prediction using the creep data collected from various existing experimental data have been reported. Since the prediction of creep life is heavily influenced by the quality and integrity of the collected creep data, data preprocessing is required to eliminate physically inconsistent creep datapoints,..... More

                
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