Who Is This Guy Anyway?
A completely accurate and not-at-all exaggerated self-introduction.
Recent Posts
Selected Publications
Advanced graph neural network-based surrogate model for granular flows in arbitrarily shaped domains
S. Li, M. Sakai
Chemical Engineering Journal, Vol. 500, 2024
On reduced-order modeling of gas-solid flows using deep learning
S. Li, G. Duan, M. Sakai
Physics of Fluids, Vol. 36, 2024
Projects
GNN Surrogate Models for Granular Flows
Graph neural network-based surrogate models for predicting granular flow behavior in arbitrarily shaped domains.
Deep Learning for Reduced-Order Modeling
Data-driven reduced-order models using POD and deep learning for gas-solid multiphase flow simulations.
About
I am an Assistant Professor at the University of Tokyo. My research focuses on AI for Science, multiphysics simulation, and digital twin technologies. I develop data-driven reduced-order models, graph neural network-based surrogate models, and computational frameworks for large-scale granular flow and multiphase systems.
我是东京大学的助理教授。研究方向为科学智能（AI for Science）、多物理场仿真和数字孪生技术。我致力于开发数据驱动的降阶模型、基于图神经网络的代理模型以及大规模颗粒流和多相流系统的计算框架。
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