About
I am an incoming Ph.D. student at the School of Physics and Astronomy, University of Edinburgh, where I will be supervised by Prof. Christopher Stock, Dr. Russell Ewings (Rutherford Appleton Laboratory) and Prof. Bo Liu (University of Glasgow).
Prior to this, I obtained a B.Eng. with Honours in Communication Engineering from the University of Electronic Science and Technology of China (UESTC) and a B.Eng. with First Class Honours in Electronics & Electrical Engineering from the University of Glasgow (UoG).
My current research focuses on applying machine learning and artificial intelligence methods to challenges in science and engineering. My specific interests include handling neutron spectroscopy data in condensed matter physics, diagnosing faults in industrial systems for reliability engineering, and using machine learning for engineering design automation, such as in the design of radio frequency integrated circuits (RFIC).
Selected Publications
View All →A Brain-Inspired Energy-Efficient Wide Spiking Residual Attention Framework for Intelligent Fault Diagnosis
Jiale Liu, Huan Wang†
Reliability Engineering & System Safety
QGFORMER: Quantum-Classical Hybrid Transformer Architecture for Gravitational Wave Detection
Jiaxiang Hu, Jiale Liu†
2023 20th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)
News
Starting Ph.D. at the University of Edinburgh