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General Information
| Full Name | Yongxin Lyu |
| Languages | English, Mandarin |
| yongxin.lyu@unsw.edu.au |
Education
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2021 - 2025 PhD in Materials Science and Engineering
University of New South Wales - Supervised by Prof. Tom Wu.
- AI-assisted inverse design of two-dimensional hybrid perovskites.
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2017 - 2020 MPhil in Applied Physics
The Hong Kong Polytechnic University - Supervised by Prof. Jianhua Hao.
- Theoretical and experimental analysis of 2D materials.
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2013 - 2017 BSc in Applied Physics
The Hong Kong Polytechnic University - 1st class honours, GPA 3.73/4.0
- Dean's honours list 2016
Research Experience
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2021 - 2025 High-throughput simulation and machine learning for 2D perovskite discovery
University of New South Wales - High-throughput DFT simulation of 2D hybrid organic-inorganic perovskites.
- Interpretable machine learning for materials discovery.
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2017 - 2021 Atomistic simulation and growth of 2D materials
The Hong Kong Polytechnic University - Density functional theory (DFT) calculation of lanthanide doped 2D metal dichalcogenide.
- Chemical vapor deposition (CVD) growth of lanthanide doped 2D metal dichalcogenide.
- Molecular dynamics (MD) simulation of the pulsed laser deposition (PLD) process of 2D black phosphors.
Honors and Awards
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2029 - Nobel Prize in Physics ?
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2023 - UNSW Women in Maths and Science Champions Program
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2021 - 2024 - Australian Government Research Training Program (RTP) Scholarship
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2016 - Dean's honours list, PolyU
Other Interests
- Hobbies: Yoga, Guitar, Handcraft.