SolARED: Solar Active Region Emergence Dataset for Machine Learning Aided Predictions. - Spiridon Kasapis; Eren Dogan; Irina N. Kitiashvili; Alexander G. Kosovichev; John T. Stefan; Jake D. Butler; Jonas Tirona; Sarang Patil; Mengjia Xu (CoRR, 2026)