G. Sivavaraprasad

Implementation of Hybrid Deep Learning Model (LSTM-CNN) for Ionospheric TEC Forecasting Using GPS Data

Adarsha Ruwali, Arun Kumar, Kolla Bhanu Prakash et al. · IEEE Geoscience and Remote Sensing Letters · 2020 · 128 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +12

Development of multivariate ionospheric TEC forecasting algorithm using linear time series model and ARMA over low-latitude GNSS station

D. Venkata Ratnam, Yuichi Otsuka, G. Sivavaraprasad et al. · Advances in Space Research · 2018 · 68 citations

Geophysics, Geostationary Orbit, Earth Science +9

Implementation of Hybrid Ionospheric TEC Forecasting Algorithm Using PCA-NN Method

I. Lakshmi Mallika, D. Venkata Ratnam, Yuichi Ostuka et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2018 · 56 citations

Engineering, Computational Model, Weather Forecasting +17

Performance evaluation of neural network TEC forecasting models over equatorial low-latitude Indian GNSS station

G. Sivavaraprasad, Vankayala Satya Vijaya Deepika, D. Sreenivasa Rao et al. · Geodesy and Geodynamics · 2019 · 42 citations · Full text

Forecasting Methodology, Engineering, Global Navigation Satellite System +19

A Bidirectional Deep-Learning Algorithm to Forecast Regional Ionospheric TEC Maps

K. Sivakrishna, Venkata Ratnam Devanaboyina, G. Sivavaraprasad · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 42 citations · Full text