Publications
Below is a list of my recent publications. For a complete list please visit my Google Scholar profile.
| Title | Year | Venue | Description |
|---|---|---|---|
| Structural Geology Meets Deep Learning | 2025 | arXiv preprint (under review at journal) | A 3d geological simulation engine that can produce fast computation samples is presented. The synthetic dataset is used to train a generative AI model that can be used as a prior for solving difficult inverse problems in geophysics. |
| Inversion of Magnetic Data Using Learned Dictionaries and Scale Space | 2025 | International Conference on Scale Space and Variational Methods in Computer Vision (SSVM) | Integrates dictionary learning and scale-space methods for adaptive magnetic data inversion, improving reconstruction accuracy and robustness in geophysical applications. |
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