A 2D Fully Convolutional Neural Network for Nearshore And Surf-Zone Bathymetry Inversion from Synthetic Imagery of Surf-Zone using the Model Celeris. - Adam Collins; Katherine L. Brodie; Andrew Spicer Bak; Tyler J. Hesser; Matthew W. Farthing; Douglas W. Gamble; Joseph W. Long (AAAI Spring Symposium: MLPS, 2020)

Preface. - Jonghyun Lee 005; Eric F. Darve; Peter K. Kitanidis; Matthew W. Farthing; Tyler J. Hesser (AAAI Spring Symposium: MLPS, 2020)

Surfzone Topography-informed Deep Learning Techniques to Nearshore Bathymetry with Sparse Measurements. - Yizhou Qian; Hojat Ghorbanidehno; Matthew W. Farthing; Ty Hesser; Peter K. Kitanidis; Eric F. Darve (AAAI Spring Symposium: MLPS, 2020)

Application of Deep Learning-based Interpolation Methods to Nearshore Bathymetry. - Yizhou Qian; Mojtaba Forghani; Jonghyun Lee 005; Matthew W. Farthing; Tyler J. Hesser; Peter K. Kitanidis; Eric Darve (CoRR, 2020)

Application of deep learning to large scale riverine flow velocity estimation. - Mojtaba Forghani; Yizhou Qian; Jonghyun Lee 005; Matthew W. Farthing; Tyler J. Hesser; Peter K. Kitanidis; Eric F. Darve (CoRR, 2020)

Bathymetric Inversion and Uncertainty Estimation from Synthetic Surf-Zone Imagery with Machine Learning. - Adam Collins; Katherine L. Brodie; Andrew Spicer Bak; Tyler J. Hesser; Matthew W. Farthing; Jonghyun Lee 005; Joseph W. Long (Remote. Sens., 2020)

Beach State Recognition Using Argus Imagery and Convolutional Neural Networks. - Ashley N. Ellenson; Joshua A. Simmons; Greg W. Wilson; Tyler J. Hesser; Kristen D. Splinter (Remote. Sens., 2020)

Deep Learning-based Fast Solver of the Shallow Water Equations. - Mojtaba Forghani; Yizhou Qian; Jonghyun Lee 005; Matthew W. Farthing; Tyler J. Hesser; Peter K. Kitanidis; Eric Darve (AAAI Spring Symposium: MLPS, 2021)

Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry. - Mojtaba Forghani; Yizhou Qian; Jonghyun Lee 005; Matthew W. Farthing; Tyler J. Hesser; Peter K. Kitanidis; Eric F. Darve (CoRR, 2021)

Development of a Fully Convolutional Neural Network to Derive Surf-Zone Bathymetry from Close-Range Imagery of Waves in Duck, NC. - Adam Collins; Matthew P. Geheran; Tyler J. Hesser; Andrew Spicer Bak; Katherine L. Brodie; Matthew W. Farthing (Remote. Sens., 2021)

Automated Extraction of a Depth-Defined Wave Runup Time Series From Lidar Data Using Deep Learning. - Adam Collins; Annika O'Dea; Katherine L. Brodie; Andrew Spicer Bak; Tyler J. Hesser; Nicholas J. Spore; Matthew W. Farthing (IEEE Trans. Geosci. Remote. Sens., 2023)