| Discovery of five new pulsars in archival data MB Mickaliger, DR Lorimer, J Boyles, MA McLaughlin, A Collins, L Hough, ... The Astrophysical Journal 759 (2), 127, 2012 | 34 | 2012 |
| Bathymetric inversion and uncertainty estimation from synthetic surf-zone imagery with machine learning AM Collins, KL Brodie, AS Bak, TJ Hesser, MW Farthing, J Lee, JW Long Remote Sensing 12 (20), 3364, 2020 | 20 | 2020 |
| Development of a Fully Convolutional Neural Network to Derive Surf-Zone Bathymetry from Close-Range Imagery of Waves in Duck, NC AM Collins, MP Geheran, TJ Hesser, AS Bak, KL Brodie, MW Farthing Remote Sensing 13 (23), 4907, 2021 | 9 | 2021 |
| A 2D Fully Convolutional Neural Network for Nearshore And Surf-Zone Bathymetry Inversion from Synthetic Imagery of Surf-Zone using the Model Celeris. A Collins, KL Brodie, AS Bak, TJ Hesser, MW Farthing, DW Gamble, ... AAAI Spring Symposium: MLPS, 2020 | 4 | 2020 |
| Automated Extraction of a Depth-Defined Wave Runup Time Series From Lidar Data Using Deep Learning AM Collins, A O’Dea, KL Brodie, AS Bak, TJ Hesser, NJ Spore, ... IEEE Transactions on Geoscience and Remote Sensing 61, 1-13, 2023 | 3 | 2023 |
| Super-resolution and Uncertainty Estimation of Sparse Sensors of Dynamical Physical Systems AM Collins, P Rivera-Casillas, S Dutta, OM Cecil, AC Trautz, MW Farthing Frontiers in Water 5, https://doi.org/10.3389/frwa.2023.11371, 2023 | 2 | 2023 |
| Nearshore bathymetric inversion and uncertainty estimation from synthetic imagery using a 2d fully convolutional neural network A Collins, KL Brodie, S Bak, T Hesser, M Farthing AGU Fall Meeting Abstracts 2020, EP051-09, 2020 | 1 | 2020 |
| Augmenting wave-kinematics algorithms with machine learning to enable rapid littoral mapping and surf-zone state characterization from imagery KL Brodie, A Collins, TJ Hesser, MW Farthing, AS Bak, JH Lee Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2020 | 1 | 2020 |
| Effect of Spatial and Temporal Resolutions on the Accuracy of Multispectral Satellite-Derived Bathymetry K DeVore, A Collins, M Reif, T Hesser, KL Brodie, R Johansen AGU23, 2023 | | 2023 |
| Optically tracking wave runup on a sandy beach using a fully convolutional neural network A Collins, BL Bruder, G Fischer, KL Brodie AGU23, 2023 | | 2023 |
| Improvements to Roller Dissipation Estimates from Optical Imagery A Collins, MP Geheran, T Hesser, K DeVore, S Bak, S McGill, KL Brodie, ... AGU Fall Meeting Abstracts 2022, OS42A-04, 2022 | | 2022 |
| Development of Bathymetry from Synthetic Sea Surface Imagery Using Machine Learning A Collins University of North Carolina Wilmington, 2020 | | 2020 |
| Temporal super-resolution of high-resolution coastal video A Collins, BL Bruder, KL Brodie 2024 Ocean Sciences Meeting, 0 | | |
Katherine BrodieResearch Oceanographer, US Army Engineer Research and Development Center, Coastal & Hydraulics LaboratoryVerified email at usace.army.mil
