CDadam: Central difference adam algorithm for physics-informed neural networks. - Mengjia Zhao; Yuqiu Shen; Majid Ahmed Khan; Yuanzheng Lou; Fangdan Dai; Jiacheng Weng; Jianhong Wang (Neurocomputing, 2026)

Bidirectional accelerated adaptive moment estimation for deep neural networks. - Yuanzheng Lou; Yuqiu Shen; Majid Ahmed Khan; Mengjia Zhao; Fangdan Dai; Xu Shan; Jianhong Wang; Jiacheng Weng (Knowl. Based Syst., 2026)