About
Hi! I'm an undergraduate student at the School of Mathematics, Shanghai University of Finance and Economics, pursuing a dual bachelor's degree in Mathematics and Applied Mathematics & Economics. In September 2027, I will begin my doctoral studies at the Research Institute of Intelligent Complex Systems (IICS), Fudan University.
I'm interested in how explain and investigate artificial intelligence from the perspective of complex systems and dynamical systems, as well as how to apply AI tools to discover hidden structure of complex systems and dynamical systems.
I’d love to discuss complex systems, dynamical systems, and AI with you all, as well as their applications in biology, physics, and even economics! Financial mathematics topics are welcome too. During my undergrad, I gained experience in both financial optimization and financial derivative pricing.
Selected Publications
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Discovering Multiple Conservation Laws from Trajectories by Machine Learning
Juntao Shen, Dan Liu†
Applied Sciences
OAC-Net combines a noise-variance loss with a gradient orthogonality penalty to discover multiple independent integrals of motion directly from raw trajectory data, validated on canonical dynamical systems and JPL Solar System data.