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
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2025
• Subjects: Computer and Information Science; Big data; Transfer learning
• Online Access: https://hdl.handle.net/10356/183742

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...