Graduate Student Research Achievements Site | Ritsumeikan University

（Last updated : 2025-05-28 17:07:00）

XU Yifan

Department / Course Ritsumeikan University Graduate School Graduate School of Science and Engineering Major in Advanced Electrical，Electronic and Computer Systems

Job

Books and theses
Papers		Enhancing the Efficiency of 4D Printing Design through Time-Series Prediction by Dense-LSTM Crossed Network (Co-authored) 2025/05/12
Papers		Fast reverse design of 4D-printed voxelized composite structures using deep learning and evolutionary algorithm Advanced Science (Co-authored) 2024/01/01

Academic conference attendance and presentation
2025/05/11	A Detailed Survey of Quantum Inspired Evolutionary Optimization Algorithms
2024/11/29	Recurrent Neural Network-based Modeling Approach for 4D Printing Design (International Conference on Advanced Mechatronic Systems (ICAMechS 2024))
2024/08/20	Simulation of 4D Printed Hydrogel Using RNN (Advanced Technologies and Application in the Internet of Things)
2024/05/29	Simulation of Hydrogel 4D Printing Using RNN (ROBOMECH2024)
2023/12/16	Underwater Robot Gripper Model Design using 4D Printing (The Institute of Electrical Engineers of Japan)
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Research Fellowships for Young Scientists
2026/04/01 2028/03/31

Internal Scholarship and Research Grants receiving status
2023 2024
2024 2025
2025 2028