Reduced-Order Modeling of a High-Fidelity Propulsion System Simulation via Probabilistic Principal Component Analysis and Neural Networks

13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference ◽

10.2514/6.2010-9193 ◽

2010 ◽

Author(s):

Kyunghoon Lee ◽

Taewoo Nam ◽

Christopher Perullo ◽

Dimitri Mavris

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

System Simulation ◽

Principal Component ◽

Component Analysis ◽

Reduced Order Modeling ◽

Propulsion System ◽

High Fidelity ◽

Reduced Order ◽

Probabilistic Principal Component Analysis

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Reduced-Order Modeling of a High-Fidelity Propulsion System Simulation

AIAA Journal ◽

10.2514/1.j050887 ◽

2011 ◽

Vol 49 (8) ◽

pp. 1665-1682 ◽

Cited By ~ 11

Author(s):

Kyunghoon Lee ◽

Taewoo Nam ◽

Christopher Perullo ◽

Dimitri N. Mavris

Keyword(s):

System Simulation ◽

Reduced Order Modeling ◽

Propulsion System ◽

High Fidelity ◽

Reduced Order

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Reduced-order modeling of parameterized PDEs using time-space-parameter principal component analysis

International Journal for Numerical Methods in Engineering ◽

10.1002/nme.2540 ◽

2009 ◽

Vol 80 (8) ◽

pp. 1025-1057 ◽

Cited By ~ 45

Author(s):

C. Audouze ◽

F. De Vuyst ◽

P. B. Nair

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Reduced Order Modeling ◽

Reduced Order ◽

Time Space

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Descriptive screening and lexicon development of non‐aged artisanal cachaça sensorial profile using principal component analysis and Kohonen artificial neural networks

Journal of Sensory Studies ◽

10.1111/joss.12645 ◽

2021 ◽

Author(s):

Daniela Caetano ◽

Clara M. G. Lima ◽

Ananda L. Sanson ◽

Débora F. Silva ◽

Guilherme Souza Hassemer ◽

...

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Artificial Neural

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Image Quality Measurement by Probabilistic Principal Component Analysis

2020 6th International Symposium on System and Software Reliability (ISSSR) ◽

10.1109/isssr51244.2020.00031 ◽

2020 ◽

Author(s):

Hua-Wen Chang ◽

Kai Chen ◽

Xiao-Dong Bi ◽

Ming-Hui Wang

Keyword(s):

Principal Component Analysis ◽

Image Quality ◽

Quality Measurement ◽

Principal Component ◽

Component Analysis ◽

Probabilistic Principal Component Analysis

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Learning robust manipulation tasks involving contact using trajectory parameterized probabilistic principal component analysis

2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) ◽

10.1109/iros45743.2020.9364328 ◽

2020 ◽

Author(s):

Cristian Vergara Perico ◽

Joris de Schutter ◽

Erwin Aertbelien

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Probabilistic Principal Component Analysis

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Comparison of 2D and 3D Gait Kinematics in Gender Classification Using Principal Component Analysis and Convolutional Neural Networks

2020 27th National and 5th International Iranian Conference on Biomedical Engineering (ICBME) ◽

10.1109/icbme51989.2020.9319442 ◽

2020 ◽

Author(s):

Mohadese Jafarian ◽

Faraz Lotfi ◽

Maryam Majdolhosseini ◽

Ahmad Reza Arshi

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Convolutional Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Gender Classification ◽

Gait Kinematics ◽

2D And 3D

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Chemical profiling and classification of illicit heroin by principal component analysis, calculation of inter sample correlation and artificial neural networks

Talanta ◽

10.1016/j.talanta.2005.03.041 ◽

2005 ◽

Vol 67 (2) ◽

pp. 360-367 ◽

Cited By ~ 31

Author(s):

P ESSEIVA ◽

F ANGLADA ◽

L DUJOURDY ◽

F TARONI ◽

P MARGOT ◽

...

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Chemical Profiling ◽

Analysis Calculation ◽

Sample Correlation ◽

Artificial Neural

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Short-Term Wind Power Prediction Based on Principal Component Analysis and Elman Artificial Neural Networks

2017 4th International Conference on Information Science and Control Engineering (ICISCE) ◽

10.1109/icisce.2017.146 ◽

2017 ◽

Cited By ~ 1

Author(s):

Shaung Hu ◽

Ke-Jun Li

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Wind Power ◽

Principal Component ◽

Component Analysis ◽

Power Prediction ◽

Short Term ◽

Wind Power Prediction ◽

Artificial Neural

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Automated identification of novel amphetamines using a pure neural network and neural networks coupled with principal component analysis

Journal of Molecular Structure ◽

10.1016/j.molstruc.2004.11.049 ◽

2005 ◽

Vol 744-747 ◽

pp. 821-825 ◽

Cited By ~ 13

Author(s):

S. Gosav ◽

M. Praisler ◽

D.O. Dorohoi ◽

G. Popa

Keyword(s):

Neural Network ◽

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Automated Identification

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Face Recognition Using Principal Component Analysis and RBF Neural Networks

2008 First International Conference on Emerging Trends in Engineering and Technology ◽

10.1109/icetet.2008.104 ◽

2008 ◽

Cited By ~ 15

Author(s):

S. Thakur ◽

J.K. Sing ◽

D.K. Basu ◽

M. Nasipuri ◽

M. Kundu

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Face Recognition ◽

Principal Component ◽

Component Analysis ◽

Rbf Neural Networks

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