Christian Gogu

13 papers C 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2024 C conf
A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics.
CoDIT
Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio, Hung Le, Dazhong Wu
2024 J jnl
Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration.
Eng. Appl. Artif. Intell.
Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio
2023 J jnl
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects.
Adv. Eng. Informatics
Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio
2023 J jnl
Self-Supervised Learning for Data Scarcity in a Fatigue Damage Prognostic Problem.
CoRR
Anass Akrim, Christian Gogu, Rob A. Vingerhoeds, Michel Salaün
2023 J jnl
Self-Supervised Learning for data scarcity in a fatigue damage prognostic problem.
Eng. Appl. Artif. Intell.
Anass Akrim, Christian Gogu, Rob A. Vingerhoeds, Michel Salaün
2022 — conf
A Framework for Generating Large Data Sets for Fatigue Damage Prognostic Problems.
ICPHM
Anass Akrim, Christian Gogu, Thomas Guillebot de Nerville, Paul Strähle, Brondon Waffa Pagou, Michel Salaün, Rob A. Vingerhoeds
2022 J jnl
An end-to-end fault diagnostics method based on convolutional neural network for rotating machinery with multiple case studies.
J. Intell. Manuf.
Yiwei Wang, Jian Zhou, Lianyu Zheng, Christian Gogu
2022 J jnl
On some applications of Generalized Geometric Projection to optimal 3D printing.
Comput. Graph.
Krishnaraj Vilasraj Bhat, Gabriele Capasso, Simone Coniglio, Joseph Morlier, Christian Gogu
2022 J jnl
Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems.
Reliab. Eng. Syst. Saf.
Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu
2020 J jnl
A Multistage Deep Transfer Learning Method for Machinery Fault Diagnostics Across Diverse Working Conditions and Devices.
IEEE Access
Jian Zhou, Lianyu Zheng, Yiwei Wang, Christian Gogu
2020 J jnl
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses.
Reliab. Eng. Syst. Saf.
Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio
2020 J jnl
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes.
CoRR
Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron
2019 J jnl
Noise-dependent ranking of prognostics algorithms based on discrepancy without true damage information.
Reliab. Eng. Syst. Saf.
Yiwei Wang, Christian Gogu, Nam H. Kim, Raphael T. Haftka, Nicolas Binaud, Christian Bès