Forecasting Sunspot Time Series Using Deep Learning Methods

Hidden physics models: Machine learning of nonlinear partial differential equations

(2018) Maziar Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Comparison of ARIMA and NNAR Models for Forecasting Water Treatment Plant's Influent Characteristics

(2018) Afshin Maleki et al.   KSCE Journal of Civil Engineering

The Relation Between the Refractive Index of the Equatorial Ionospheric F2 Region and Long-Term Solar Indices

(2018) Selçuk Sağır et al.   WIRELESS PERSONAL COMMUNICATIONS

DGM: A deep learning algorithm for solving partial differential equations

(2018) Justin Sirignano et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Sunspot cycle prediction using multivariate regression and binary mixture of Laplace distribution model

(2018) A Sabarinath et al.   Journal of Earth System Science

Prediction of solar cycle 25: a non-linear approach

(2018) V Sarp et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The possible effect of stratospheric quasi-biennial oscillation on the critical frequency of the ionospheric F2-layer

(2018) S Sağir et al.   PRAMANA-JOURNAL OF PHYSICS

A Hybrid Regression-Neural Network (HR-NN) Method for Forecasting the Solar Activity

(2018) D. I. Okoh et al.   SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

Comparison of GPS TEC with modelled values from IRI 2016 and IRI-PLAS over Istanbul, Turkey

(2018) Ramazan Atıcı   ASTROPHYSICS AND SPACE SCIENCE

Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks

(2016) Ruben Zazo et al.   PLoS One

The relationship between the Quasi Biennial Oscillation and Sunspot Number

(2015) Selcuk Sagir et al.   ADVANCES IN SPACE RESEARCH

Predicting the maximum amplitude of solar cycle 25 and its timing

(2015) K.J. Li et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Prediction of Solar Cycle 24 Using Sunspot Number near the Cycle Minimum

(2013) Mykola I. Pishkalo   SOLAR PHYSICS

Solar Cycle Prediction

(2013) Kristóf Petrovay   Living Reviews in Solar Physics

A Neuro-Fuzzy modeling for prediction of solar cycles 24 and 25

(2012) Abdel-Fattah Attia et al.   ASTROPHYSICS AND SPACE SCIENCE

Monthly sunspot number time series analysis and its modeling through autoregressive artificial neural network

(2012) Goutami Chattopadhyay et al.   European Physical Journal Plus

Is Cycle 24 the Beginning of a Dalton-Like Minimum?

(2011) M. Lindholm Nielsen et al.   SOLAR PHYSICS

Prediction of sunspot number amplitude and solar cycle length for cycles 24 and 25

(2010) N.R. Rigozo et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

NONLINEAR PREDICTION OF SOLAR CYCLE 24

(2009) A. Kilcik et al.   ASTROPHYSICAL JOURNAL

Prediction of solar cycle 24 and beyond

(2008) K. M. Hiremath   ASTROPHYSICS AND SPACE SCIENCE

SUNSPOTS DATA ANALYSIS USING TIME SERIES

(2008) YUSUF H. SHAIKH et al.   FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY

Preliminary prediction of solar cycles 24 and 25 based on the correlation between cycle parameters

(2008) M. I. Pishkalo   Kinematics and Physics of Celestial Bodies

Predicting the Amplitude of a Solar Cycle Using the North – South Asymmetry in the Previous Cycle: II. An Improved Prediction for Solar Cycle 24

(2008) J. Javaraiah   SOLAR PHYSICS

Forecasting the Time Series of Sunspot Numbers

(2008) L. A. Aguirre et al.   SOLAR PHYSICS

Predictions of Solar Cycle 24

(2008) William Dean Pesnell   SOLAR PHYSICS