Welcome! ‘小红书ID’2600494343
Hello! I am currently a Ph.D in The Integrated Science and Engineering Project is at the National University of Singapore. I am conducting research under the supervision of Prof.T. H. Lee in Lee Group and Dr.Wenyu Liang ,Dr.Yan Wuin A*STAR Institute for Infocomm Research.
I am a researcher driven by a passion for solving foundational challenges at the intersection of artificial intelligence and physical sciences. My work in AI for Science (AI4S) and AI for Engineering (AI4E) focuses on building intelligent systems that can understand, predict, and optimize complex real-world phenomena, leveraging advanced models like Graph Neural Networks (GNNs) and Physics-Informed Neural Networks (PINNs).
My research philosophy centers on bridging rigorous academic theory with tangible industrial impact. This is reflected in my first-author publications in multiple SCI-Q1 journals, and complemented by hands-on experience developing cutting-edge AI solutions at industry leaders like Huawei, JD.com (mentor: Hui Shen), and Apple as an algorithm engineer.
This pursuit is built on a foundation of consistent academic excellence. I was honored to be named an Outstanding Graduate (Top 1%) and graduate ranked first in my grade from both my Master’s program at Tsinghua University and my undergraduate studies at the Harbin Institute of Technology (HIT). Looking forward, I am excited to begin my Ph.D. at the National University of Singapore (NUS) as a scholar of both the prestigious NUS President’s Scholarship and the Hong Kong Government Scholarship.
I am actively seeking collaborations and coffee talk🙂👍opportunities, and my research interests include:
- Dexterous hand operation and visual tactile guidance
- World Model and VLA
- Reinforcement learning and state estimation
- Learning based control
If you are interested in my research or potential collaborations, please feel free to contact me via email: nanjinyao@163.com 😊