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Chao, Manuel Arias
1585  Ergebnisse:
Personensuche X
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1

Physics-Informed Machine Learning for Predictive Maintenanc..:

, In: 2023 10th IEEE Swiss Conference on Data Science (SDS),
Huber, Lilach Goren ; Palme, Thomas ; Chao, Manuel Arias - p. 66-72 , 2023
Link: https://doi.org/10.1109/..
 
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2

Unsupervised Physics-Informed Health Indicator Estimation f..:

Bajarunas, Kristupas ; Baptista, Marcia ; Goebel, Kai.
Annual Conference of the PHM Society.  15 (2023)  1 - p. , 2023
Link: https://doi.org/10.36001..
 
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3

Real-time model calibration with deep reinforcement learnin:

Tian, Yuan ; Chao, Manuel Arias ; Kulkarni, Chetan..
Mechanical Systems and Signal Processing.  165 (2022)  - p. 108284 , 2022
Link: https://doi.org/10.1016/..
 
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4

Uncertainty-Aware Prognosis via Deep Gaussian Process:

Biggio, Luca ; Wieland, Alexander ; Chao, Manuel Arias..
IEEE Access.  9 (2021)  - p. 123517-123527 , 2021
Link: https://doi.org/10.1109/..
 
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5

Learning to Calibrate Battery Models in Real-Time with Deep..:

Unagar, Ajaykumar ; Tian, Yuan ; Chao, Manuel Arias.
Energies.  14 (2021)  5 - p. 1361 , 2021
Link: https://doi.org/10.3390/..
 
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6

Implicit supervision for fault detection and segmentation o..:

Chao, Manuel Arias ; Adey, Bryan T. ; Fink, Olga
Neurocomputing.  , 2021
Link: https://doi.org/10.1016/..
 
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7

Fusing physics-based and deep learning models for prognosti..:

Arias Chao, Manuel ; Kulkarni, Chetan ; Goebel, Kai.
Reliability Engineering & System Safety.  217 (2022)  - p. 107961 , 2022
Link: https://doi.org/10.1016/..
 
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8

Aircraft Engine Run-to-Failure Dataset under Real Flight Co..:

Arias Chao, Manuel ; Kulkarni, Chetan ; Goebel, Kai.
Data.  6 (2021)  1 - p. 5 , 2021
Link: https://doi.org/10.3390/..
 
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9

Feature Selecting Hierarchical Neural Network for Industria..:

Michau, Gabriel ; Arias Chao, Manuel ; Fink, Olga
Annual Conference of the PHM Society.  10 (2018)  1 - p. , 2018
Link: https://doi.org/10.36001..
 
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10

A Benchmark on Uncertainty Quantification for Deep Learning..:

Basora, Luis ; Viens, Arthur ; Chao, Manuel Arias.
http://arxiv.org/abs/2302.04730.  , 2023
Link: http://arxiv.org/abs/230..
 
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11

Uncertainty-aware Remaining Useful Life predictor:

Biggio, Luca ; Wieland, Alexander ; Chao, Manuel Arias..
http://arxiv.org/abs/2104.03613.  , 2021
Link: http://arxiv.org/abs/210..
 
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12

Implicit supervision for fault detection and segmentation o..:

Chao, Manuel Arias ; Adey, Bryan T ; Fink, Olga.
info:eu-repo/semantics/altIdentifier/doi/10.1016/j.neucom.2021.04.122.  , 2021
Link: https://hdl.handle.net/2..
 
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13

Learning to Calibrate Battery Models in Real-Time with Deep..:

Unagar, Ajaykumar ; Tian, Yuan ; Chao, Manuel Arias..
info:eu-repo/semantics/altIdentifier/doi/10.3390/en14051361.  , 2021
Link: https://hdl.handle.net/2..
 
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14

Real-Time Model Calibration with Deep Reinforcement Learnin:

Tian, Yuan ; Chao, Manuel Arias ; Kulkarni, Chetan..
http://arxiv.org/abs/2006.04001.  , 2020
Link: http://arxiv.org/abs/200..
 
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15

Fusing Physics-based and Deep Learning Models for Prognosti..:

Chao, Manuel Arias ; Kulkarni, Chetan ; Goebel, Kai.
http://arxiv.org/abs/2003.00732.  , 2020
Link: http://arxiv.org/abs/200..
 
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