Yongxin Lyu

Hi! I am a PhD candidate in the School of Materials Science & Engineering at UNSW Sydney. I’m interested in exploring the chemical space of materials using high-throughput
computational methods and interpretable machine learning
.
I completed my BSc and MPhil in Applied Physics at the Hong Kong Polytechnic University, where I explored two-dimensional materials using experimental and computational approaches in Professor Jianhua Hao’s group.
At UNSW, I’m part of Professor Tom Wu’s group. My research focuses on inverse design
of 2D perovskites
using machine learning and first-principles calculations.
latest posts
Jun 24, 2025 | What’s Really Behind UNSW’s Top 20 QS Ranking? |
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Jun 15, 2025 | Some Thoughts About Teaching |
May 27, 2025 | From Jupyter Notebook to Website |