Christian Gogu

According to our database, Christian Gogu authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration.

Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio

Eng. Appl. Artif. Intell., 2024

A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics.

Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Mejaher, Jérôme Morio, Hung Le, Dazhong Wu

Proceedings of the 10th International Conference on Control, 2024

2023

Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects.

Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio

Adv. Eng. Informatics, October, 2023

Self-Supervised Learning for data scarcity in a fatigue damage prognostic problem.

Anass Akrim, Christian Gogu, Rob A. Vingerhoeds, Michel Salaün

Eng. Appl. Artif. Intell., April, 2023

2022

Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems.

Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu

Reliab. Eng. Syst. Saf., 2022

An end-to-end fault diagnostics method based on convolutional neural network for rotating machinery with multiple case studies.

Yiwei Wang, Jian Zhou, Lianyu Zheng, Christian Gogu

J. Intell. Manuf., 2022

On some applications of Generalized Geometric Projection to optimal 3D printing.

Krishnaraj Vilasraj Bhat, Gabriele Capasso, Simone Coniglio, Joseph Morlier, Christian Gogu

Comput. Graph., 2022

A Framework for Generating Large Data Sets for Fatigue Damage Prognostic Problems.

Anass Akrim, Christian Gogu, Thomas Guillebot de Nerville, Paul Strähle, Brondon Waffa Pagou, Michel Salaün, Rob A. Vingerhoeds

Proceedings of the 2022 IEEE International Conference on Prognostics and Health Management, 2022

2020

Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses.

Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio

Reliab. Eng. Syst. Saf., 2020

Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes.

Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron

CoRR, 2020

A Multistage Deep Transfer Learning Method for Machinery Fault Diagnostics Across Diverse Working Conditions and Devices.

Jian Zhou, Lianyu Zheng, Yiwei Wang, Christian Gogu

IEEE Access, 2020

2019

Noise-dependent ranking of prognostics algorithms based on discrepancy without true damage information.

Yiwei Wang, Christian Gogu, Nam H. Kim, Raphael T. Haftka, Nicolas Binaud, Christian Bès

Reliab. Eng. Syst. Saf., 2019