Welcome to ML4SEG 2026. This conference bridges the gap between modern Machine Learning techniques and the complex challenges of Solid Earth Geoscience.

From earthquake detection and advances toward earthquake forecasting, to seismic tomography to volcanic eruption forecasting and mineral exploration, we aim to foster collaboration between data scientists and geoscientists.

📖 Publication: All accepted abstracts followed by a registration will be published in the INGV Miscellanea book of abstracts with DOI.

Key Topics
Large language models for earthquake forecasting
Deep Learning for Seismic Processing
Physics-Informed Neural Networks in Geochemistry and Geodynamics
Unsupervised Learning for Geological Mapping
Machine learning in earthquake and volcano Early Warning Systems
Machine and Deep Learning for unveiling magmatic processes