Prof. Andrew W. Smyth Profile

Prof. Andrew W. Smyth

Associate Professor at Columbia Univ

SPIE Involvement:

Author

Publications (3)

Proceedings Article | 11 April 2006 Paper

Multirate Kalman filtering for the data fusion of displacement and acceleration measurements

Andrew Smyth, Meiliang Wu

Proceedings Volume 6174, 61741G (2006) https://doi.org/10.1117/12.658731

KEYWORDS: Filtering (signal processing), Smoothing, Electronic filtering, Error analysis, Sensors, Earthquakes, Data fusion, Tantalum, Civil engineering, Statistical analysis

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Proceedings Article | 17 May 2005 Paper

A new approach to designing multilayer feedforward neural networks for modeling nonlinear restoring forces

Jin-Song Pei, Andrew Smyth

Proceedings Volume 5765, (2005) https://doi.org/10.1117/12.600301

KEYWORDS: Neural networks, Data modeling, Network architectures, Nonlinear dynamics, Systems modeling, Structural health monitoring, Damage detection, Numerical simulations, System identification, Mechanics

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Proceedings Article | 18 August 2003 Paper

More transparent neural network approach for modeling nonlinear hysteretic systems

Jin-Song Pei, Andrew Smyth

Proceedings Volume 5057, (2003) https://doi.org/10.1117/12.482697

KEYWORDS: Neural networks, Systems modeling, Complex systems, System identification, Dynamical systems, Structural health monitoring, Damage detection, Mechanics, Network architectures, Civil engineering

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Conference Committee Involvement (7)