10 citations · 13 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 10 cited
Optimizing the optimizer for data driven deep neural networks and physics informed neural networks
John Taylor, Wenyi Wang, Biswajit Bala +1
We investigate the role of the optimizer in determining the quality of the model fit for neural networks with a small to medium number of parameters. We study the performance of Ad…
physics.ao-ph2022★ 3 cited
A Deep Learning Model for Forecasting Global Monthly Mean Sea Surface Temperature Anomalies
John Taylor, Ming Feng
Sea surface temperature (SST) variability plays a key role in the global weather and climate system, with phenomena such as El Niño-Southern Oscillation regarded as a major source…