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Updated: Jul 14, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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基于域相似度测量转移学习 (TL-PINN) 的物理信息神经网络,用于预测核反应堆中过渡的情况

Konstantinos Prantikos1,2, Stylianos Chatzidakis1, Lefteri H Tsoukalas1

  • 1School of Nuclear Engineering, Purdue University, West Lafayette, IN, 47906, USA.

Scientific reports
|October 6, 2023
PubMed
概括

转移学习显著加快了使用物理信息的神经网络 (PINNs) 的核反应器瞬态 (RT) 建模. 这种方法可以将训练代减少多达100倍,从而增强实时安全监控.

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