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Articles

Transient parameter prediction and fault diagnosis for nuclear power plants based on machine learning

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By Yanyu Tang, Tao Liu, Yinlin Chang, Zhen Liu
| Taylor & Francis Online
To enhance the accuracy and real-time performance of parameter prediction and fault diagnosis under transient conditions in nuclear power plants, this study employs Support Vector Machines (SVM) and Long Short-Term Memory (LSTM) neural networks for predictive modeling and diagnostic analysis. By generating and randomizing fault scenarios, the dependence of the model on specific patterns is reduced, thereby improving its generalization capability in previously unseen fault conditions.
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Coupled Edge States and Pseudospin‐Switching Transport of Elastic Waves in Topological Phononic Heterostructure

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By Yanyu Tang, Yinlin Chang, Wen Luo
| Wiley Online Library Verified
Conflict of Interest The authors declare no conflict of interest. References 1, Phononic Crystals: Artificial Crystals for Sonic, Acoustic, and Elastic Waves. Walter de Gruyter GmbH & Co KG, Berlin, Germany 2015. 2, , , , , J. Sound Vibr. 2017, 406, 104. 3, , , J. Appl. Phys. 2011, 110, 113520. 4, , , , , , , , Nat. Phys. 2011, 7, 52. 5, , , , , Appl. Phys. Lett. 2011, 96, 101905. 6, , , , Appl. Surf. Sci. 2016, 267, 146. 7, , , , , , , , , Phys. Rev. Lett. 2019, 122, 014302. 8, , , , , , , Phys. Rev. Lett.
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Coupled Edge States and Pseudospin‐Switching Transport of Elastic Waves in Topological Phononic Heterostructure

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By Yanyu Tang, Yinlin Chang, Wen Luo
| pericles.pericles-prod.literatumonline.com
Conflict of Interest The authors declare no conflict of interest. References 1, Phononic Crystals: Artificial Crystals for Sonic, Acoustic, and Elastic Waves. Walter de Gruyter GmbH & Co KG, Berlin, Germany 2015. 2, , , , , J. Sound Vibr. 2017, 406, 104. 3, , , J. Appl. Phys. 2011, 110, 113520. 4, , , , , , , , Nat. Phys. 2011, 7, 52. 5, , , , , Appl. Phys. Lett. 2011, 96, 101905. 6, , , , Appl. Surf. Sci. 2016, 267, 146. 7, , , , , , , , , Phys. Rev. Lett. 2019, 122, 014302. 8, , , , , , , Phys. Rev. Lett.
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