Call for Submissions

We invite you to submit your work to an exciting workshop at the intersection of artificial intelligence, machine learning, and the geosciences. Bringing together leading researchers, industry practitioners, and innovators, this event is designed to spark meaningful dialogue around the latest advances, emerging challenges, and untapped opportunities in ML-driven subsurface exploration and earth modelling.

We welcome contributions across geophysical domains, including 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

10. Agentic AI for Geoscience Applications and Workflow Automation