MatSwarm: trusted swarm transfer learning driven materials computation for secure big data sharing

• Main Authors: Wang, Ran, Xu, Cheng, Zhang, Shuhao, Ye, Fangwen, Tang, Yusen, Tang, Sisui, Zhang, Hangning, Du, Wendi, Zhang, Xiaotong
• 其他作者: College of Computing and Data Science
• 格式: Article
• 語言: English
• 出版: 2025
• 主題: Computer and Information Science; Big data; Transfer learning
• 在線閱讀: https://hdl.handle.net/10356/183742
• 機構: Nanyang Technological University

The rapid advancement of Industry 4.0 necessitates close collaboration among material research institutions to accelerate the development of novel materials. However, multi-institutional cooperation faces significant challenges in protecting sensitive data, leading to data silos. Additionally, the h...