Christian Gogu

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Top Venues

Reliab. Eng. Syst. Saf.

Eng. Appl. Artif. Intell.

Publications

Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. Adv. Eng. Informatics 58 (2023)
Anass Akrim, Christian Gogu, Rob A. Vingerhoeds, Michel Salaün
Self-Supervised Learning for Data Scarcity in a Fatigue Damage Prognostic Problem. CoRR (2023)
Anass Akrim, Christian Gogu, Rob A. Vingerhoeds, Michel Salaün
Self-Supervised Learning for data scarcity in a fatigue damage prognostic problem. Eng. Appl. Artif. Intell. 120 (2023)
Yiwei Wang, Jian Zhou, Lianyu Zheng, Christian Gogu
An end-to-end fault diagnostics method based on convolutional neural network for rotating machinery with multiple case studies. J. Intell. Manuf. 33 (3) (2022)
Krishnaraj Vilasraj Bhat, Gabriele Capasso, Simone Coniglio, Joseph Morlier, Christian Gogu
On some applications of Generalized Geometric Projection to optimal 3D printing. Comput. Graph. 102 (2022)
Anass Akrim, Christian Gogu, Thomas Guillebot de Nerville, Paul Strähle, Brondon Waffa Pagou, Michel Salaün, Rob A. Vingerhoeds
A Framework for Generating Large Data Sets for Fatigue Damage Prognostic Problems. ICPHM (2022)
Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu
Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems. Reliab. Eng. Syst. Saf. 222 (2022)
Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliab. Eng. Syst. Saf. 196 (2020)
Jian Zhou, Lianyu Zheng, Yiwei Wang, Christian Gogu
A Multistage Deep Transfer Learning Method for Machinery Fault Diagnostics Across Diverse Working Conditions and Devices. IEEE Access 8 (2020)
Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. CoRR (2020)
Yiwei Wang, Christian Gogu, Nam H. Kim, Raphael T. Haftka, Nicolas Binaud, Christian Bès
Noise-dependent ranking of prognostics algorithms based on discrepancy without true damage information. Reliab. Eng. Syst. Saf. 184 (2019)