Improving the estimation accuracy of multi-nuclide source term estimation method for severe nuclear accidents using temporal convolutional network optimized by Bayesian optimization and hyperband

Author:

Ling Yongsheng,Huang Tian,Yue Qi,Shan Qing,Hei Daqian,Zhang Xiaojun,Shi ChaoORCID,Jia Wenbao

Funder

Fundamental Research Funds for the Central Universities

Priority Academic Program Development of Jiangsu Higher Education Institutions

Publisher

Elsevier BV

Subject

Health, Toxicology and Mutagenesis,Pollution,Waste Management and Disposal,General Medicine,Environmental Chemistry

Reference58 articles.

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2. An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling;Bai,2018

3. Estimation of marine source-term following Fukushima Dai-ichi accident;Bailly du Bois;J. Environ. Radioact.,2012

4. Pattern Recognition and Machine Learning Springer Mathematical Notation Ni;Bishop,2006

5. Learning sparse low-precision neural networks with learnable regularization;Choi;IEEE Access,2020

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