Evolution prediction of flame structure in a hydrogen-fueled scramjet combustor based on lightweight deformable convolutional residual neural network. - Jiawen Deng; Mingming Guo; Erda Chen; Ye Tian; Chunmei Chen; Hua Zhang (Eng. Appl. Artif. Intell., 2024)

Supersonic combustion flow field reconstruction based on multi-view domain adaptation generative network in scramjet combustor. - Mingming Guo; Erda Chen; Ye Tian; Linjing Li; Mengqi Xu; Jialing Le; Hua Zhang (Eng. Appl. Artif. Intell., 2024)

Supersonic combustion field evolution prediction in scramjet engine using a deblurring multi-scale attention network. - Erda Chen; Mingming Guo; Jiawen Deng; Ye Tian; Xue Deng; Jialing Le; Hua Zhang (Expert Syst. Appl., 2024)

Intelligent reconstruction of supersonic combustion flow fields using sparse sensor data and heuristic-guided learning. - Xue Deng; Ye Tian; Maotao Yang; Erda Chen; Jiaweng Deng; Hua Zhang (Adv. Eng. Informatics, 2025)

Research on intelligent prediction method of supersonic flow field in scramjet based on deep learning: A review. - Xue Deng; Ye Tian; Erda Chen; Maotao Yang; Hua Zhang; Jialing Le (Expert Syst. Appl., 2025)