Geo Intelligence.

RESEARCH & SOURCES

Ranking Earthquake Prediction Algorithms: A Comprehensive Review of Machine Learning and Deep Learning Methods

Soil Dynamics and Earthquake Engineering · 2026.01

Paper authors：Alireza Moghadamnejad · Mohammad Amin Moghaddasi · Mohammadjavad Hamidia · Reza Karami Mohammadi · Mehdi Zare

DOI: 10.1016/j.soildyn.2025.109740

This record provides source metadata. A detailed editorial analysis has not yet been published.

Read the original source ↗

Related research

Research articlePure and Applied Geophysics2026.09.21

Machine Learning–Driven Seismic Vulnerability Assessment of Prefabricated Concrete Beam–Column Joints Using High-Fidelity SimulationsOriginal title · English

Authors Jinzhou He

Details & notes Read original ↗

Research articleBulletin of Earthquake Engineering2026.04.21

Explainable machine learning for ground motion modeling: predictive dominance of energy-based measures in the Southern Turkey seismic sequenceOriginal title · English

Authors Mohammad Reza Bagerzadeh Karimi

Details & notes Read original ↗

Research articleJournal of Seismology2026.08.31

Explainable and statistically validated machine learning for earthquake alert-level classification using seismic intensity featuresOriginal title · English

Authors Yıldırım Özüpak

Details & notes Read original ↗

Research articleActa Geophysica2026.03.21

Automated channel detection in marine seismic data: from seismic attributes to attention-based deep learningOriginal title · English

Authors Keyvan Najafzadeh · Mohammad Emami Niri · Abbas Bahroudi

Details & notes Read original ↗