cv
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General Information
| Full Name | Ryan Liu |
| Date of Birth | October 20, 2002 |
| Languages | English, Mandarin, (Japanese) |
Education
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2021 - 2025 B.A. in Physics and Computer Science
University of California, Berkeley -
2020 - 2021 Precollege Student
National Taiwan University -
2018 - 2021 High School Diploma, Class of Science Program
Jianguo High School, Taipei
Research Experience
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2024 - present Undergraduate Researcher
Berkeley Artificial Intelligence Research, AI+Science group - Machine learning for molecular dynamics
- Equivariance and computational efficiency
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2023 - 2024 Undergraduate Researcher
Fermi National Accelerator Laboratory, AI for HEP - Machine learning for high energy physics
- Self-supervised learning for new physics discovery
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2023 Summer Student
California Institute of Technology, Caltech SURF - Machine learning for high energy physics
- Knowledge distillation and anomaly detection
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2021 - 2024 Student Assistant
Lawrence Berkeley National Laboratory, GNN4ITk - Machine learning for high energy physics
- Graph neural networks for charged particle tracking
Honors and Awards
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2020 - Gold Medal, European Physics Olympiad 2020
Academic Interests
- Machine learning for physical science
- Hardware-aware machine learning algorithm implementation
- Large-scale learning with graph neural networks
- Self-supervised learning