Tyler J. Hesser

14 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Automated Extraction of a Depth-Defined Wave Runup Time Series From Lidar Data Using Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Adam Collins, Annika O'Dea, Katherine L. Brodie, Andrew Spicer Bak, Tyler J. Hesser, Nicholas J. Spore, Matthew W. Farthing
2021 — conf
Deep Learning-based Fast Solver of the Shallow Water Equations.
AAAI Spring Symposium: MLPS
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric Darve
2021 J jnl
Deep learning-based fast solver of the shallow water equations.
CoRR
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric F. Darve
2021 J jnl
Development of a Fully Convolutional Neural Network to Derive Surf-Zone Bathymetry from Close-Range Imagery of Waves in Duck, NC.
Remote. Sens.
Adam Collins, Matthew P. Geheran, Tyler J. Hesser, Andrew Spicer Bak, Katherine L. Brodie, Matthew W. Farthing
2021 — conf
Preface.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Matthew W. Farthing, Tyler J. Hesser
2021 — ed.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Michael W. Mahoney, Anuj Karpatne, Matthew W. Farthing, Tyler J. Hesser
2021 J jnl
Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry.
CoRR
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric F. Darve
2020 — conf
A 2D Fully Convolutional Neural Network for Nearshore And Surf-Zone Bathymetry Inversion from Synthetic Imagery of Surf-Zone using the Model Celeris.
AAAI Spring Symposium: MLPS
Adam Collins, Katherine L. Brodie, Andrew Spicer Bak, Tyler J. Hesser, Matthew W. Farthing, Douglas W. Gamble, Joseph W. Long
2020 J jnl
Application of Deep Learning-based Interpolation Methods to Nearshore Bathymetry.
CoRR
Yizhou Qian, Mojtaba Forghani, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric Darve
2020 J jnl
Application of deep learning to large scale riverine flow velocity estimation.
CoRR
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric F. Darve
2020 J jnl
Bathymetric Inversion and Uncertainty Estimation from Synthetic Surf-Zone Imagery with Machine Learning.
Remote. Sens.
Adam Collins, Katherine L. Brodie, Andrew Spicer Bak, Tyler J. Hesser, Matthew W. Farthing, Jonghyun Lee, Joseph W. Long
2020 J jnl
Beach State Recognition Using Argus Imagery and Convolutional Neural Networks.
Remote. Sens.
Ashley N. Ellenson, Joshua A. Simmons, Greg W. Wilson, Tyler J. Hesser, Kristen D. Splinter
2020 — conf
Preface.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Matthew W. Farthing, Tyler J. Hesser
2020 — ed.
Proceedings of the AAAI 2020 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 23rd - to - 25th, 2020.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Matthew W. Farthing, Tyler J. Hesser