About Me

I am a M.S. candidate in Materials Physics and Chemistry at Guangdong University of Technology, expected to graduate in June 2027.

My research focuses on crystal structure prediction, machine learning-assisted materials design, and first-principles calculations. I am particularly interested in materials genome, machine learning interatomic potentials, and molecular dynamics.

I am looking for a PhD position starting Fall 2027.

My Resume
Personal avatar of Jiawei Chen

Education

2024.09 – 2027.06 (Expected)
M.S. in Materials Physics and Chemistry
Guangdong University of Technology, School of Physics and Optoelectronic Engineering
GPA: 4.01 / 5.0
2020.09 – 2024.06
B.S. in Applied Chemistry
Guangdong University of Technology, School of Chemical Engineering and Light Industry
GPA: 3.73 / 5.0

Publications

1

Interpretable descriptors enable prediction of hydrogen-based superconductors at moderate pressures

Chen J, Peng J, Liang Y, et al.

Materials Today Physics, 2026, 63: 102073

2

High-Throughput Screening of Bulk Boride Superconductors with Honeycomb-Ruby Frameworks

Liang Y*, Chen J*, Huang Y, et al.

Inorganic Chemistry, 2026, 65(10): 5731–5739

3

Activating HfX₂ (X = S, Se and Te) for the hydrogen evolution reaction by introducing defects: a first-principles study

Chen J*, Zhang R*, Luo J, et al.

Physical Chemistry Chemical Physics, 2023, 25(38): 26043–26048

Projects

Paper Tool

Interpretable Descriptors for Hydrogen-Based Superconductors

Constructed interpretable SISSO descriptor models to predict the critical temperature of hydrogen-based superconductors at moderate pressures. Published in Materials Today Physics (2026, 63, 102073). The prediction formulas have been packaged into a Python tool and an online calculator.

  • Python
  • SISSO
  • VASP
  • Superconductors
Hydride Tc Predictor
Tool

USPEX Analyzer

A browser-based interactive analysis platform for USPEX crystal structure prediction results. Features include convex hull visualization, Pareto front analysis, scatter plot explorer with GIF export, genealogy tracking, and flexible data filtering and export.

  • React
  • TypeScript
  • Plotly.js
  • D3.js
  • Tailwind CSS

Feature Demos

Scatter Plot — Data Exploration
Data Exploration
Table & Genealogy
Table & Genealogy
Convex Hull Workshop
Hull Workshop
Filter & Export
Filter & Export
Hypervolume
Hypervolume

Honors & Awards

  • Exempted from Graduate Entrance Examination
  • Graduate Elite Talent Program, Guangdong University of Technology
  • First-Class Graduate Scholarship (2024, 2024–2025), Guangdong University of Technology
  • Third Prize, South China Undergraduate Physics Experiment Competition (2022)
  • Second Prize, Guangdong Division of the National Mathematical Contest in Modeling (2022)
  • Outstanding Student Scholarship (2020–2023), Guangdong University of Technology

Get in Touch

If you are interested in my research, have questions about my projects, or would like to discuss potential opportunities, feel free to reach out.