Reduced Order Modeling Using Advection-Aware Autoencoders by Sourav Dutta, Peter Rivera-Casillas, Brent Styles, Matthew W. Farthing

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Super-resolution and uncertainty estimation from sparse sensors of dynamical physical systems by Adam M. Collins, Peter Rivera-Casillas, Sourav Dutta, Orie M. Cecil, Andrew C. Trautz, Matthew W. Farthing

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Development of a Fully Convolutional Neural Network to Derive Surf-Zone Bathymetry from Close-Range Imagery of Waves in Duck, NC by Adam M. Collins, Matthew P. Geheran, Tyler J. Hesser, Andrew Spicer Bak, Katherine L. Brodie, Matthew W. Farthing

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Bathymetric Inversion and Uncertainty Estimation from Synthetic Surf-Zone Imagery with Machine Learning by Adam M. Collins, Katherine L. Brodie, Andrew Spicer Bak, Tyler J. Hesser, Matthew W. Farthing, Jonghyun Lee, Joseph W. Long

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Estimating Nearshore Morphological Change through Ensemble Optimal Interpolation with Altimetric Data by Matthew P. Geheran, Katherine R. DeVore, Matthew W. Farthing, A. Spicer Bak, Katherine L. Brodie, Tyler J. Hesser, Patrick J. Dickhudt

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