I am a PhD student in the Department of Earth and Planetary Sciences at Harbin Institute of Technology.
- AI for geophysical exploration
- Seismic data modeling
- Transformers and foundation models
- Diffusion models and flow matching
- Domain adaptation
- Seismic reconstruction, interpolation, and regularization
My research focuses on applying modern machine learning methods to challenging problems in geophysics, especially seismic data processing and interpretation. I am interested in building efficient, interpretable, and practically useful models for real-world seismic applications.
- Generative modeling for seismic reconstruction
- Transformer-based seismic interpolation and regularization
- Flow matching for efficient seismic generation
- Robust transfer and adaptation methods for geophysical data
- Institution: Harbin Institute of Technology
- email :chengzt@stu.hit.edu.cn
- Field: Earth and Planetary Sciences