CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting
Yang Chen, Dustin Kempton, Azim Ahmadzadeh, Junzhi Wen, Anli Ji, Rafal A. Angryk
Topics & Concepts
Multivariate statisticsComputational Science and EngineeringFlareSolar flareSeries (stratigraphy)ScarcityComputer scienceTime seriesEnvironmental scienceMachine learningGeologyAstrophysicsPhysicsEconomicsMicroeconomicsPaleontologySolar and Space Plasma DynamicsStatistical and numerical algorithmsComplex Systems and Time Series Analysis