Ming Chen

Machine learning-assisted defect control in LPBF CuCrZr: Unifying process, structure, and performance

Mehrdad Faraji, Omid Banapour Ghaffari, Hedieh Elahikhah, Ming Chen, V. Sglavo, I. Calliari, et al.

Authentication and geographical origin discrimination of Citri Reticulatae Pericarpium via ICP-MS-based multielement profiling and interpretable machine learning

Yue Li, Min He, Kangqi Liu, Sirong Peng, Ming Chen, Zichang Liang, et al.

Explainable XGBoost model and nomogram for risk factor identification and risk prediction in cerebral small vessel disease: a machine learning-based retrospective cohort study

Xi Zhu, X J Liu, Xujie Wang, Yuyi Fan, Ming Chen

Background Cerebral small vessel disease (CSVD) is a common, clinically significant vascular disorder that frequently leads to cognitive impairment, dementia, and poor overall prognosis. Owing to its complex hemodynamic characteristics and multifactorial pathophysiology, early id…Read more

AgentFAIR: A Multi-Agent Collaborative Framework for FAIRness Evaluation of Geospatial Datasets

Ming Chen, Pranav Pai

Geospatial datasets support applications from urban planning to climate modeling, yet consistent assessment of FAIR compliance is difficult. Existing evaluators use different rubrics and evidence sources and may fail on JavaScript-rendered pages or repository-specific identifiers…Read more

ADASCALE: An Adaptive Scaling and Placement Framework for Microservices Under Dynamics

Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read, Rajkumar Buyya

Microservice applications are increasingly deployed across cloud--edge environments, where heterogeneous nodes and time-varying inter-node delays amplify the impact of placement decisions. At the same time, these applications face non-stationary traffic, shifts in the mix of root…Read more