NJIT Machine Learning Software
Project Description Website
Solar eruption prediction
LSTMflare Tool for predicting solar flares using SHARP parameters and a long short-term memory (LSTM) network Homepage
RNNcme Tool for predicting coronal mass ejections using SHARP parameters and recurrent neural networks (RNNs) Homepage
DeepSun Machine-learning-as-a-service for solar flare prediction Homepage
Solar irradiance reconstruction
TSInet Tool for reconstructing total solar irradiance by deep learning Homepage
Solar image segmentation
SolarUnet Tool for identifying and tracking solar magnetic flux elements with deep learning Homepage
Solar data inversion
CNNStokesInversion Tool for inferring vector magnetic fields from Stokes profiles of GST/NIRIS using a convolutional neural network (CNN) Homepage