معرفی
Sisi Li is an Associate Professor of Computer Science at Mercy College's School of Liberal Arts. Her research focuses on interdisciplinary areas spanning machine learning, control systems, energy efficiency, and optimization algorithms. She has contributed to advancements in domain adaptation, cyber-physical systems, and smart grid technologies. Her work emphasizes practical applications in energy management, vehicle systems, and building automation.
Research interests include developing novel algorithms for imbalanced classification, multi-objective optimization, and swarm intelligence-based clustering. She explores the intersection of computational methods with real-world challenges in manufacturing, HVAC systems, and eco-driving strategies. Her recent studies address thermal model reduction, distributed load management, and social incentive policies for demand response in commercial buildings.
Publications highlight a strong focus on model predictive control, energy storage optimization, and sensitivity analysis techniques. Her work frequently integrates advanced mathematical frameworks like pseudospectral methods and dynamic programming to solve complex engineering problems. While no awards are explicitly listed, her prolific publication record reflects significant contributions to computational and energy-related research domains.
