Yongxin Lyu

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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

selected publications

  1. Lyu2019Observation.png
    Observation and theoretical analysis of near-infrared luminescence from CVD grown lanthanide Er doped monolayer MoS_2 triangles
    Yongxin Lyu, Zehan Wu , Weng Fu Io , and 1 more author
    Applied Physics Letter, 2019
  2. Wu2021Large.png
    Large-scale growth of few-layer two-dimensional black phosphorus
    Zehan Wu , Yongxin Lyu, Yi Zhang , and 6 more authors
    Nature Materials, 2021