معرفی
Jie Su is a researcher affiliated with Zhejiang University of Technology, College of Information Engineering, Institute of Cyberspace Security. Their work spans interdisciplinary areas including machine learning, control systems, medical imaging, environmental science, and computer vision. Notable contributions include advancements in reinforcement learning for sepsis treatment, prescribed-time control theory, and Arctic sea-ice motion analysis using satellite data. They also contribute to medical AI applications like bone marrow image analysis for hematological disorders and adversarial robustness in object tracking systems.
Research interests emphasize applying machine learning to solve real-world challenges in healthcare, environmental monitoring, and engineering systems. Recent work focuses on neural dynamics models for decision-making, energy-efficient hybrid vehicle systems, and vibration analysis in urban infrastructure. Their interdisciplinary approach bridges theoretical foundations (e.g., control systems, signal processing) with practical applications in biomedical and environmental domains.
Publications reflect a strong focus on AI-driven solutions, including medical image analysis, adversarial machine learning, and physics-informed algorithms. Collaborations span multiple disciplines and institutions, evidenced by frequent co-authorships on topics ranging from biomedical engineering to civil engineering applications.
