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Christian Gogu
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2020 – today
- 2024
- [j9]Weikun Deng
, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio
Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration. Eng. Appl. Artif. Intell. 138: 109268 (2024) - [c2]Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Mejaher, Jérôme Morio, Hung Le, Dazhong Wu:
A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics. CoDIT 2024: 248-253 - 2023
- [j8]Weikun Deng
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. Adv. Eng. Informatics 58: 102128 (2023) - [j7]Anass Akrim
Self-Supervised Learning for data scarcity in a fatigue damage prognostic problem. Eng. Appl. Artif. Intell. 120: 105837 (2023) - [i2]Anass Akrim, Christian Gogu, Rob A. Vingerhoeds, Michel Salaün:
Self-Supervised Learning for Data Scarcity in a Fatigue Damage Prognostic Problem. CoRR abs/2301.08441 (2023) - 2022
- [j6]Krishnaraj Vilasraj Bhat
On some applications of Generalized Geometric Projection to optimal 3D printing. Comput. Graph. 102: 199-212 (2022) - [j5]Yiwei Wang
An end-to-end fault diagnostics method based on convolutional neural network for rotating machinery with multiple case studies. J. Intell. Manuf. 33(3): 809-830 (2022) - [j4]Khanh T. P. Nguyen
Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems. Reliab. Eng. Syst. Saf. 222: 108383 (2022) - [c1]Anass Akrim
A Framework for Generating Large Data Sets for Fatigue Damage Prognostic Problems. ICPHM 2022: 25-33 - 2020
- [j3]Jian Zhou, Lianyu Zheng
A Multistage Deep Transfer Learning Method for Machinery Fault Diagnostics Across Diverse Working Conditions and Devices. IEEE Access 8: 80879-80898 (2020) - [j2]Morgane Menz
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliab. Eng. Syst. Saf. 196: 106771 (2020) - [i1]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 abs/2011.15001 (2020)
2010 – 2019
- 2019
- [j1]Yiwei Wang
Noise-dependent ranking of prognostics algorithms based on discrepancy without true damage information. Reliab. Eng. Syst. Saf. 184: 86-100 (2019)
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