Xianglin Liu

1. Machine Learning for High-entropy Alloys: Progress, Challenges and Opportunities
   2022/09/07 by Xianglin Liu, Liu, Xianglin, Jiaxin Zhang +3 · 3 citations
   Materials Science · Engineering · #Machine Learning in Materials Science #High Entropy Alloys Studies #Advanced Materials Characterization Techniques
2. Robust data-driven approach for predicting the configurational energy of high entropy alloys
   2019/08/10 by Jiaxin Zhang, Xianglin Liu, Zhang, Jiaxin +9 · 1 citation
   Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Entropy Alloys Studies #High Temperature Alloys and Creep #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
3. Revealing Nanostructures in High-Entropy Alloys via Machine-Learning Accelerated Scalable Monte Carlo Simulation
   2025/03/16 by Xianglin Liu, Kai Yang, Liu, Xianglin +12 · 2 citations
   Engineering · Materials Science · #Advanced Materials Characterization Techniques #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
4. Ascend to Science: Exploration of AI Chips for Scientific Computing
   2026/07/22 by Weicheng Xue, Kai Yang, Yongxiang Liu +5
   #cs.DC