主要成果：
在国外内重要期刊上发表论文20余篇，其中以第一作者在《Reliability Engineering & System Safety》、《Advanced Engineering Informatics》、《Information Science》等国内外知名期刊发表论文9篇，担任多个期刊审稿人；主持江苏省研究生科研实践创新计划项目1项，参与多项国家自然科学基金；授权国家发明专利2项。指导研究生第十九届"挑战杯"中国青年科技创新"揭榜挂帅"擂台赛全国二等奖。代表成果如下：
学术论文：
Xiong M, Wang H, Che C, et al. Application of text mining and coupling theory to depth cognition of aviation safety risk[J]. Reliability Engineering & System Safety. 2024(245):110032(SCI, Q1, IF=11,中科院一区Top)
Xiong M, Wang H, Wong Y, et al. Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification[J]. Advanced Engineering Informatics, 2024, 62: 102732. (SCI, Q1, IF=9.9, 中科院一区Top)
Xiong M, Wang H, Hou Z, et al. Multi-level information identification for civil aviation safety risks: A hierarchical multi-branch deep learning approach[J]. Information Sciences, 2025, 702: 121888. (SCI, Q1, IF=6.8)
Xiong M, Wang H, Fu Q, et.al. Digital twin–driven aero-engine intelligent predictive maintenance[J]. International Journal of Advanced Manufacturing Technology, 2021, 114(11): 3751-3761. (SCI, Q2, IF=3.1)
Xiong M, Hou Z, Wang H, et al. An aviation accidents prediction method based on MTCNN and Bayesian optimization[J]. Knowledge and Information Systems, 2024: 1-22. (SCI, Q2, IF=3.1)
授权发明专利：
熊明兰,王华伟,王清薇,等. 基于数字孪生的无人机低空安全预警与监控方法及系统[P]. 江苏省：CN113867391A,2023-10-31.
熊明兰,王华伟,王颖,等. 一种基于数字孪生的无人机健康运行评估方法及系统[P]. 江苏省: CN202111109826.8 ,2021-09-18.
