Waylon Collins

A 10-yr Monthly Lightning Climatology of Florida: 1986–95

Stephen J. Hodanish, David Sharp, Waylon Collins et al. · Weather and Forecasting · 1997 · 79 citations · Full text

Engineering, Extreme Weather, Greatest Flash Densities +16

A deep‐learning model to predict thunderstorms within 400 km ² South Texas domains

Hamid Kamangir, Waylon Collins, P. Tissot et al. · Meteorological Applications · 2020 · 42 citations · Full text

FogNet: A multiscale 3D CNN with double-branch dense block and attention mechanism for fog prediction

Hamid Kamangir, Waylon Collins, P. Tissot et al. · Machine Learning with Applications · 2021 · 35 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

An artificial neural network model to predict thunderstorms within 400 km² South Texas domains

Waylon Collins, P. Tissot · Meteorological Applications · 2015 · 33 citations · Full text

Importance of 3D convolution and physics on a deep learning coastal fog model

Hamid Kamangir, Evan Krell, Waylon Collins et al. · Environmental Modelling & Software · 2022 · 16 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +15