Mr. Simon J. Ward Profile

Simon J. Ward

at Vanderbilt Univ

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Author

Publications (4)

Proceedings Article | 4 October 2023 Presentation + Paper

Reduction in sensor response time using long short-term memory network forecasting

Simon Ward, Sharon Weiss

Proceedings Volume 12675, 126750E (2023) https://doi.org/10.1117/12.2676836

KEYWORDS: Time series analysis, Deep learning, Uncertainty analysis, Neural networks, Sensors, Data modeling, Biosensors, Reflectivity, Machine learning, Silicon, Semiconducting wafers

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Proceedings Article | 17 March 2023 Presentation

Paper-based diagnostics incorporating porous silicon (Conference Presentation)

Rabeb Layouni, Juliana Yang, Simon Ward, Paul Laibinis, Sharon Weiss

Proceedings Volume PC12397, PC123970B (2023) https://doi.org/10.1117/12.2653126

KEYWORDS: Silicon, Diagnostics, Computer simulations, Thin films, Silicon films, Sensors, Reflectivity, Optical testing, Molecules, Finite element methods

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Proceedings Article | 4 March 2022 Presentation + Paper

Analysis of machine learning techniques for capture agent free biosensing with porous silicon arrays

Simon Ward, Tengfei Cao, Catie Chang, Sharon Weiss

Proceedings Volume 11979, 1197907 (2022) https://doi.org/10.1117/12.2614697

KEYWORDS: Proteins, Data modeling, Machine learning, Principal component analysis, Sensors, Molecules, Silicon, Biosensing, Semiconducting wafers, Reflectance spectroscopy, Optical biosensors, Dimension reduction, Classification systems, Point-of-care devices

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Proceedings Article | 16 March 2021 Presentation + Paper

Reducing detection limits of porous silicon thin film optical sensors using signal processing

Simon Ward, Sharon Weiss

Proceedings Volume 11662, 116620J (2021) https://doi.org/10.1117/12.2579361

KEYWORDS: Signal processing, Thin films, Reflectivity, Interference (communication), Refractive index, Lamps, Filtering (signal processing), Wavelets, Sensors, Fabry–Perot interferometers

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