Call for Submissions

We invite submissions for this workshop focusing on the application of AI and Machine Learning to subsurface exploration and earth modelling. This event will bring together researchers, industry professionals, and technologists to share advances, challenges, and opportunities in applying ML techniques across geophysical domains.

We welcome contributions related to, but not limited to:

1. Machine Learning for Seismic Interpretation and Inversion

2. Big Data Analytics and Uncertainty Quantification for Imaging in Geoscience

3. Data Preparation and Curation for ML in Geoscience

4. ML-Enhanced Resolution, Interpolation, and Classification Techniques

5. Applications across Scales- from Global Models to Reservoir or Mine-scale Predictions

6. Comparative Approaches: Deep Learning, Shallow Networks, and Hybrid Methods

7. Integration of ML with Traditional Geophysical Workflows

8. Utilization of LLM for Subsurface Analytics and Workflow Automation

9. ML for Velocity Model Building and Full Waveform Inversion