Earthquakes yes, disasters no

A Ismail-Zadeh - npj Natural Hazards, 2024 - nature.com
To answer the question of why seismic hazards turn into disasters, I provide here an
overview of studies on the lithosphere dynamics, seismic hazard assessments, earthquake …

Physics-guided symbolic neural network reveals optimal functional forms describing ground motions

X Liu, S Chen, L Fu, X Li, F Cotton - Soil Dynamics and Earthquake …, 2025 - Elsevier
This study presents a novel framework for ground motion modelling utilizing Physics-Guided
Symbolic Neural Networks (PGSNN). Symbolic neural networks offer a new method for …

[HTML][HTML] Earthquake Prediction and Alert System Using IoT Infrastructure and Cloud-Based Environmental Data Analysis

CM Rosca, A Stancu - Applied Sciences, 2024 - mdpi.com
Earthquakes are one of the most life-threatening natural phenomena, and their prediction is
of constant concern among scientists. The study proposes that abrupt weather parameter …

High Magnitude Earthquake Identification Using an Anomaly Detection Approach on HR GNSS Data

JQ Arenas, CQ Cartaya, AP Lafarga, C Moraila… - arxiv preprint arxiv …, 2024 - arxiv.org
Earthquake early warning systems are crucial for protecting areas that are subject to these
natural disasters. An essential part of these systems is the detection procedure. Traditionally …

Characterizing seasonality and trend from in situ time‐series observations using explainable deep learning for ground deformation forecasting

Z Ma, G Mei, N Xu - Journal of Geophysical Research: Machine …, 2024 - Wiley Online Library
Ground deformation, a critical indicator of geohazard evolution, exhibits both seasonal
fluctuations and long‐term trend changes. This study explores interpretable deformation …