Dr. Jacob C. Dodson Profile

Dr. Jacob C. Dodson

Research Mechanical Engineer at Air Force Research Lab

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Author

Publications (6)

Proceedings Article | 18 April 2022 Presentation

Physical Parameter Estimation with Ensemble Learning for State Estimation of High-Rate Dynamic Systems

Vahid Barzegar, Matthew Nelson, Simon Laflamme, Chao Hu, Jacob Dodson

Proceedings Volume PC12046, PC1204607 (2022) https://doi.org/10.1117/12.2613113

KEYWORDS: Systems modeling, Algorithm development, Neural networks, Dynamical systems, Structural health monitoring, Safety, Liquids

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Proceedings Article | 22 March 2021 Presentation + Paper

Delayed comparison error minimization for frequency domain state estimation in structures subjected to high-rate boundary change

James Scheppegrell, Austin Downey, Adriane Moura, Jacob Dodson

Proceedings Volume 11593, 115932Q (2021) https://doi.org/10.1117/12.2583331

KEYWORDS: Error analysis, Motion measurement, Optical testing, Motion estimation, Energy harvesting, Analytical research

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Proceedings Article | 22 March 2021 Presentation + Paper

Long short-term memory networks with attention learning for high-rate structural health monitoring

Matthew Nelson, Vahid Barzegar, Simon Laflamme, Chao Hu, Jacob Dodson

Proceedings Volume 11591, 115910H (2021) https://doi.org/10.1117/12.2582428

KEYWORDS: Structural health monitoring, Systems modeling, Safety, Numerical simulations, Dynamical systems

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Proceedings Article | 12 April 2017 Presentation + Paper

Variable input observer for state estimation of high-rate dynamics

Jonathan Hong, Liang Cao, Simon Laflamme, Jacob Dodson

Proceedings Volume 10168, 101680S (2017) https://doi.org/10.1117/12.2261597

KEYWORDS: Turbulence, Pollution control, Sensing systems, Error analysis, Wavelets, Data acquisition, Dynamical systems, Electronics, Neural networks, Sensors, Complex systems, Numerical simulations, Analytical research

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Proceedings Article | 9 April 2010 Paper

Structural health monitoring of an impulsively loaded structure using wave-propagation based instantaneous baseline

Jacob Dodson, Jason Foley, Daniel Inman

Proceedings Volume 7650, 765038 (2010) https://doi.org/10.1117/12.847422

KEYWORDS: Damage detection, Sensors, Structural health monitoring, Time-frequency analysis, Wave propagation, Aluminum, Wavefronts, Passive remote sensing, Ferroelectric materials, Data acquisition

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Proceedings Article | 8 April 2009 Paper

Microsecond structural health monitoring in impact loaded structures

Jacob Dodson, Daniel Inman, Jason Foley

Proceedings Volume 7295, 72952F (2009) https://doi.org/10.1117/12.815391

KEYWORDS: Structural health monitoring, Damage detection, Algorithm development, Finite element methods, Aluminum, Modal analysis, Intelligence systems, Detection theory, Data modeling, Scientific research

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Showing 5 of 6 publications

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