Dongsheng Cai

経営学部教授

Biography

高性能計算、AI、量子コンピューティング、データサイエンス、宇宙探索の分野で長年にわたり教育・研究に従事。筑波大学をはじめ、スタンフォード大学、NASA、フランス・パリ第六大学など国内外の研究機関での経験を有し、理論と実践を融合させた教育に強みを持つ。特に、ビジネスとテクノロジーを橋渡しする教育に注力し、AIとデータサイエンスの実践的な活用法を学生に伝えている。

Research Interests

高性能計算、AI、量子コンピューティング、データサイエンス、宇宙物理シミュレーション

Final Education

Ph.D., Stanford University

Academic Papers

DongSheng Cai (2025) Performance upper bound of a Grover-mixer quantum alternating operator ansatz. APS
DongSheng Cai (2024) A Feasibility-Preserved Quantum Approximate Solver for the Capacitated Vehicle Routing Problem. Quantum Information Processing
DongSheng Cai (2024) Iterative Layerwise Training for Quantum Approximate Optimization Algorithm. Physical Review A
DongSheng Cai (2024) Structural Color in Amber-Entombed Wasp: A Detailed Study Using NS-FDTD Simulations. Trans. IEEE Access
DongSheng Cai (2023) Identifying and Visualizing Terrestrial Magnetospheric Topology using Geodesic Level Set Method. Computer Graphics Forum
DongSheng Cai (2023) 3D Topology of Transient Bifurcation Just Before Substorm Onset. Radio science Letter
DongSheng Cai (2023) A depth-progressive initialization strategy for quantum approximate optimization algorithm. Mathematics
DongSheng Cai (2023) In‐Situ Observation of Magnetic Null on 19 September 2015 Event Using Magnetospheric Multiscale Mission. Journal of Geophysical Research: Space Physics
DongSheng Cai (2022) Evidence of the Alfven transition layer and particles precipitation in the cusp region: 3D global PIC simulation of the solar wind - Earth magnetosphere interaction. AstroPhys. J
DongSheng Cai (2022) Investigating the Effect of Jo-Ha-Kyū on Music Tempos and Kinematics across Cultures: Emotional Expression in Japanese Bunraku Theater and Contemporary Character Animation. Leonardo
DongSheng Cai (2021) Parameters Fixing Strategy for Quantum Approximate Optimization Algorithm. IEEE Transactions on Quantum Engineering