Taotao Zhou

Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework

Taotao Zhou, Te Han, Enrique López Droguett · Reliability Engineering & System Safety · 2022 · 220 citations

Artificial Intelligence, Fault Diagnosis, Engineering +8

A physically consistent framework for fatigue life prediction using probabilistic physics-informed neural network

Taotao Zhou, Shan Jiang, Te Han et al. · International Journal of Fatigue · 2022 · 123 citations

Reliability Engineering, Engineering, Machine Learning +11

An uncertainty-informed framework for trustworthy fault diagnosis in safety-critical applications

Taotao Zhou, Laibin Zhang, Te Han et al. · Reliability Engineering & System Safety · 2022 · 77 citations

Reliability, Safety-critical System, Reliability Engineering +12

A probabilistic Bayesian recurrent neural network for remaining useful life prognostics considering epistemic and aleatory uncertainties

José Luis Reyes Cáceres, Danilo González, Taotao Zhou et al. · Structural Control and Health Monitoring · 2021 · 74 citations

Artificial Intelligence, Engineering, Machine Learning +23

Advances in multi-unit nuclear power plant probabilistic risk assessment

Mohammad Modarres, Taotao Zhou, Mahmoud Massoud · Reliability Engineering & System Safety · 2016 · 63 citations

Engineering, Uncertainty Quantification, Risk Management +6