About
I am a PhD student at the School of Physics and Astronomy, The University of Edinburgh, advised by Prof. Christopher Stock, Dr. Russell Ewings (Rutherford Appleton Laboratory) and Prof. Bo Liu (University of Glasgow).
Prior to this, I obtained dual Bachelor of Engineering degrees with Honours in Communication Engineering and First Class Honours in Electronics & Electrical Engineering, respectively from the University of Electronic Science and Technology of China (UESTC) and 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 better reliability, and using machine learning for engineering design automation, such as in the design of radio frequency integrated circuits (RFIC).
Selected Publications
View All →Wafer Composite Defect Recognition Framework based on Residual Dynamic Perception Network with Asymmetric Multi-Label Loss
Jiale Liu, Huan Wang†
ISA Transactions
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
Our work on wafer composite defect recognition has been accepted by ISA Transactions 🎉
Starting my PhD at The University of Edinburgh