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Evan Krell
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Collision-free autonomous robot navigation in unknown environments utilizing PSO for path planning
E Krell, A Sheta, APR Balasubramanian, SA King
Journal of Artificial Intelligence and Soft Computing Research 9 (4), 267-282, 2019
682019
Autonomous Surface Vehicle energy-efficient and reward-based path planning using Particle Swarm Optimization and Visibility Graphs
E Krell, SA King, LRG Carrillo
Applied Ocean Research 122, 103125, 2022
282022
Genetic identification of species responsible for depredation in commercial and recreational fisheries
JM Drymon, PT Cooper, SP Powers, MM Miller, S Magnuson, E Krell, ...
North American Journal of Fisheries Management 39 (3), 524-534, 2019
162019
Importance of 3D convolution and physics on a deep learning coastal fog model
H Kamangir, E Krell, W Collins, SA King, P Tissot
Environmental Modelling & Software 154, 105424, 2022
92022
Map generation and path planning for autonomous mobile robot in static environments using GA
KU Gunasekaran, E Krell, A Sheta, SA King
2018 8th International Conference on Computer Science and Information …, 2018
42018
Aggregation strategies to improve XAI for geoscience models that use correlated, high-dimensional rasters
E Krell, H Kamangir, W Collins, SA King, P Tissot
Environmental Data Science 2, e45, 2023
12023
The influence of grouping features on explainable artificial intelligence for a complex fog prediction deep learning model
E Krell, H Kamangir, J Friesand, J Judge, W Collins, SA King, P Tissot
12022
Game theoretic potential field for autonomous water surface vehicle navigation using weather forecasts
E Krell, LRG Carrillo, SA King, JP Hespanha
2020 American Control Conference (ACC), 2112-2117, 2020
12020
Autonomous Water Surface Vehicle Metaheuristic Mission Planning using Self-generated Goals and Environmental Forecasts
E Krell, SA King, LRG Carrillo
2020 American Control Conference (ACC), 2502-2507, 2020
12020
Using Grouped Features to Improve Explainable AI Results for Atmospheric AI Models that use Gridded Spatial Data and Complex Machine Learning Technique
E Krell, P Tissot, A Mamalakis, W Collins, I Ebert-Uphoff, S King
Authorea Preprints, 2024
2024
Interpretation and Attribution of Coastal Land Subsidence: An InSAR and Machine Learning Perspective
X Qiao, T Chu, E Krell, P Tissot, S Holland, M Ahmed, D Smilovsky
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
2024
A 10-year Metocean dataset for Laguna Madre, Texas, including for the Study of Extreme Cold Events
MC White, M Vicens-Miquel, P Tissot, E Krell
Data in Brief 52, 109828, 2024
2024
NWS Forecaster Perceptions of New AI Guidance for Coastal Fog Prediction
CD Wirz, JL Demuth, M White, JT Radford, PE Tissot, MG Cains, ...
104th AMS Annual Meeting, 2024
2024
The Utility of Domain Knowledge When Developing Deep Learning Models to Predict Coastal Fog
WG Collins, B Colburn, PE Tissot, SA King, E Krell, JK Williams
104th AMS Annual Meeting, 2024
2024
A Variational Autoencoder for Coastal Visibility Predictions: Architecture, Performance and R2X Potential
B Colburn, P Tissot, JK Williams, SA King, WG Collins, E Krell, LC Gaudet, ...
104th AMS Annual Meeting, 2024
2024
Toward Prediction of Pyrocumulonimbus with Machine Learning
CT Nguyen, EA Krell, J Nachamkin, DA Peterson, EJ Hyer, PE Tissot, ...
104th AMS Annual Meeting, 2024
2024
AI for Quality Control of Water Level Observations
LR Abrams, J Spore, G Dusek, PE Tissot, E Krell, H Moustahfid
104th AMS Annual Meeting, 2024
2024
FogNet-V2: Multi-view Tensorized Transformer for Coastal Fog Forecasting
E Krell, WG Collins, P Tissot, SA King, DJJ Gagne
104th AMS Annual Meeting, 2024
2024
Meteorological Interpretation of XAI Output Applied to a 3D Convolutional Neural Network Fog Prediction Model
WG Collins, E Krell, PE Tissot, SA King
104th AMS Annual Meeting, 2024
2024
Exploring the Influence of Correlated Features on Geoscience AI Models to Improve the Scientific Insights Gained From Using Explainable AI Techniques for Feature Attribution
E Krell, A Mamalakis, I Ebert-Uphoff, P Tissot, SA King
AGU23, 2023
2023
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