Machine learning modeling of irradiation embrittlement in low alloy steel of nuclear power plants
In this study, machine learning (ML) techniques were used to model surveillance test data of nuclear power plants from an international database of the ASTM E10.02 committee. Regression modeling was conducted using various techniques, including Cubist, XGBoost, and a support vector machine. The root...
| Autori principali: | , , |
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| Natura: | Articolo |
| Lingua: | English |
| Pubblicazione: |
Elsevier
2021-12-01
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| Serie: | Nuclear Engineering and Technology |
| Soggetti: | |
| Accesso online: | http://www.sciencedirect.com/science/article/pii/S1738573321003351 |