RESEARCH PAPER · Journal of Nuclear Materials · 2024
Prediction of the swelling rate of irradiated type 316 stainless steels via machine learning methods
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Predicting Irradiation Hardening of Ods Steels: An Interpretable Machine Learning Approach with Microstructural Features
SSRN Electronic Journal · 2024-01-01
Tian-Xing Yang, Peng Dou
Read original paper ↗ ·Machine learning - assisted prediction of yield strength in irradiated type 316 stainless steels
Fusion Engineering and Design · 2024-10-19
Ziqiang Wang, Yang Chen, Ning Gao, Xuebang Wu, Zhongwen Yao
Read original paper ↗ ·Machine learning-based prediction of alloying element effects on irradiation swelling in austenitic steels
SSRN Electronic Journal · 2025-01-01
Tao Huang, Zhen-Feng Tong, Yiding Wang, Shuyi Jiang, Lu Sun
Read original paper ↗ ·Prediction of post-irradiation swelling rate of 316L stainless steel based on Variational Autoencoders and interpretable machine learning
Nuclear Materials and Energy · 2025-01-22
Chengcheng Liu, Hang Su
Read original paper ↗ ·Machine learning techniques for estimating high–temperature mechanical behavior of high strength steels
Results in Engineering · 2025-02-04
C. Yazici, Francisco Javier Dominguez-Gutierrez
Read original paper ↗ ·Irradiation tolerance mechanisms in Ni-based multi-principal element alloys: A comparative study of single-crystal vs. nanocrystalline systems
Journal of Alloys and Compounds · 2025-06-01
Hongzhi Huang, Junjun Chen, Jie Li
Read original paper ↗ ·LLMs and NLP integration enables ion irradiation-induced swelling prediction in stainless steels
Journal of Nuclear Materials · 2025-10-25
Jian Zhou, Weiren Wang, Xue Feng Jiang, Bing Bai, Yanjing Su
Read original paper ↗ ·Investigating creep damage initiation at the mesoscale using high-resolution electron microscopy, crystal plasticity modelling, and a classification algorithm
International Journal of Plasticity · 2026-01-29
Farhan Ashraf, Nicolò Grilli, Chen Liu, Michael Peter Austin Salvini, Catrin Mair Davies, Christopher E. Truman, Mahmoud Mostafavi, David Knowles
Read original paper ↗ ·Machine learning-based prediction and mechanistic interpretation of irradiation-induced swelling in austenitic steels: The roles of irradiation conditions and alloying elements
Journal of Nuclear Materials · 2026-06-02
Tao Huang, Zhen-Feng Tong, Yiding Wang, Shuyi Jiang, Lu Sun
Read original paper ↗ ·Quantifying uncertainty in void swelling prediction: A conformal prediction framework for reactor safety margins
Annals of Nuclear Energy · 2026-08-22
Minhee Kim, Yong Yang
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