Research
My research interests lie in machine learning, scientific computing, and randomized algorithms for large-scale data analysis. I am particularly interested in connecting mathematical structure with real-world sensing systems and computational modeling.
Before transitioning to data science and machine learning, I conducted research in mechanical engineering and materials science, focusing on optimization, energy systems, and materials performance.
Publications
- Chen, Y., Fan B., Li J., et al. “An Automated Storage and Retrieval System Optimization with MILP Methods.” Proceedings of the 5th International Conference on Computer Information Science and Artificial Intelligence (CISAI), SPIE, 2023. [Publisher] [PDF]
- Chen, Y. “Application of Nanomaterials for Improving Zinc-ion Batteries Performance.” Journal of Physics: Conference Series, 2798 (2024): 012004. [Publisher] [PDF]