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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

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

2021Journal of Environmental Radioactivity21 citationsDOI

Topics & Concepts

HyperparameterConvolutional neural networkMean squared errorComputer scienceBayesian optimizationRegressionStatisticsBayesian probabilityGradient boostingMissing dataCross-validationEnvironmental scienceArtificial intelligenceMachine learningMathematicsRandom forestRadioactive contamination and transferRadioactivity and Radon MeasurementsNuclear reactor physics and engineering
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 | Litcius