周涛涛,刘彩霞,王大林,张来斌.清静大数据驱动的核电厂实时概率清静剖析研究现状与生长远景[J].核科学与工程,2024,44(01):180-186.
Taotao Zhou, Laibin Zhang, Jinqiu Hu, Mohammad Modarres, Enrique Lopez Droguett. "A critical review and benchmark study of dependency modeling for seismic probabilistic risk assessment in the nuclear power industry." Reliability Engineering & System Safety 245 (2024): 110009 (中科院一区Top期刊, IF=8.1)
Yi Xiong, Shuai Liu, Litao Hou, Taotao Zhou*. "Magnetic flux leakage defect size estimation method based on physics-informed neural network." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 382 (2024): 20220387 (中科院三区, IF=5.0) (英国皇家学会旗舰期刊)
Taotao Zhou, Laibin Zhang, Te Han, Enrique Lopez Droguett, Ali Mosleh, Felix TS Chan. "An uncertainty-informed framework for trustworthy fault diagnosis in safety-critical applications." Reliability Engineering & System Safety 229 (2023): 108865. (中科院分区 工程手艺一区, Top期刊, IF=8.1)
Taotao Zhou, Shan Jiang, Te Han, Shun-Peng Zhu, Yinan Cai. "A physically consistent framework for fatigue life prediction using probabilistic physics-informed neural network." International Journal of Fatigue 166 (2023): 107234. (Top 1%ESI高被引论文，中科院分区 质料科学二区, Top期刊, IF= 6.0)
Taotao Zhou, Xiaoge Zhang, Enrique Lopez Droguett, Ali Mosleh. "A generic physics-informed neural network-based framework for reliability assessment of multi-state systems." Reliability Engineering & System Safety 229 (2023): 108835. (中科院分区 工程手艺一区, Top期刊, IF=8.1)
Taotao Zhou, Te Han, Enrique Lopez Droguett. "Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework." Reliability Engineering & System Safety, 224 (2022): 108525. (Top 0.1%ESI热门论文、Top 1%ESI高被引论文，中科院分区 工程手艺一区, Top期刊, IF=8.1)
Taotao Zhou, Enrique Lopez Droguett, Ali Mosleh. "Physics-informed deep learning: A promising technique for system reliability assessment." Applied Soft Computing 126 (2022): 109217. (中科院分区 盘算机科学一区, Top期刊, IF=8.7)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett. "Multi-unit nuclear power plant probabilistic risk assessment: A comprehensive survey." Reliability Engineering & System Safety 213 (2021): 107782. (中科院分区 工程手艺一区, Top期刊, IF=8.1)
Jose Caceres, Danilo Gonzalez, Taotao Zhou*, Enrique Lopez Droguett. "A probabilistic Bayesian recurrent neural network for remaining useful life prognostics considering epistemic and aleatory uncertainties." Structural Control and Health Monitoring 28, no. 10 (2021): e2811. (中科院分区 工程手艺二区, IF=5.5, 振动工程领域高质量科技期刊T1级)
Taotao Zhou, Enrique López Droguett, Mohammad Modarres. "A common cause failure model for components under age-related degradation." Reliability Engineering & System Safety 195 (2020): 106699. (中科院分区 工程手艺一区, Top期刊, IF=8.1)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett. "Multi-unit risk aggregation with consideration of uncertainty and bias in risk metrics." Reliability Engineering & System Safety 188 (2019): 473-482. (中科院分区 工程手艺一区, Top期刊, IF=8.1)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett. "An improved multi-unit nuclear plant seismic probabilistic risk assessment approach." Reliability Engineering & System Safety 171 (2018): 34-47. (中科院分区 工程手艺一区, Top期刊, IF=8.1)
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