About Me
I'm Guodong Lu, a Research Assistant at Hunan University focusing on machine learning applications and DFT calculations for materials science.
My research directions cover machine learning, high-throughput computation, and molecular dynamics, supporting data-driven materials discovery.
I'm also interested in open-source projects and self-hosted infrastructure.
Research Interests
- Machine learning for materials property prediction
- Machine learning potentials
- Active learning
- Density functional theory (DFT)
- High-throughput computational screening
- Molecular dynamics
- Data-driven materials discovery
- Atomistic simulations
Personal Interests
- History and knowledge management
- Time management
- Self-hosted infrastructure
- Fitness
Education
M.S. in Materials Science — Hunan University (GPA: 3.68/4.0)
B.S. in Materials Science — Dalian Jiaotong University (GPA: 86.61/100)
Work Experience
Research Assistant, Hunan University (2023 – Present)
Contact
Email: [email protected] · GitHub: lgd-matlab · See publications, presentations, and CV.