Research Assistant
October 2025 - Present
University of Notre Dame
Prof. Tengfei Luo's group · Department of Aerospace and Mechanical Engineering
Research in AI for materials and molecular simulation.
Curriculum vitae
Qian Ouyang
Machine learning for materials and molecular simulation.
Education
Xi'an Jiaotong University
Fourth-year undergraduate · Artificial Intelligence
Artificial Intelligence Experimental Class
- Level
- Undergraduate
- Dates
- 2023 - 2027 (expected)
Academic experience
Summer Research Participant (iSURE)
July - September 2026
University of Notre Dame
International Summer Undergraduate Research Experience (iSURE).
Visiting Student
August - December 2025
University of Notre Dame
Semester visiting student.
Research interests
- AI for Materials
- Molecular Dynamics & Machine Learning Potentials
- HPC Optimization of ML Interatomic Potentials
- Coarse-Grained Molecular Modeling
- Representation Learning / JEPA
- Polymer Property Prediction
Technical skills
- Molecular simulation & MLIPs
- Experience with UMA/FAIR-Chem and MACE for molecular simulation.
- High-performance computing
- Experience using Notre Dame's Center for Research Computing (CRC) for research computing.
- Systems & networking
- Independent setup and configuration of a VPN.
Programming languages: C++, Python
Publications & presentations
No publications or presentations listed.