[PDF][PDF] Earthquake Prediction using Convolutional Neural Network

G Singh - Disaster Advances, 16 (6), 45, 2023 - researchgate.net
Due to natural processes of the earth, some major adverse events can occur like
earthquakes, tsunamis, storms, fire storms, dust storms, floods, tornadoes, volcanic eruptions …

Revised empirical relations between earthquake source and rupture parameters by regression and machine learning algorithms

S Malakar, AK Rai, VK Kannaujiya… - Pure and Applied …, 2023 - Springer
In this study, we have developed new empirical relations between various source and
rupture parameters such as moment magnitude (M), surface rupture length (SRL) …

Earthquake magnitude estimation based on machine learning: application to earthquake early warning system

M Apriani, SK Wijaya - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Indonesia has high level of seismic activity, so determining magnitude of an earthquake is
important in the Earthquake Early Warning System. In the Earthquake Early Warning …

Multi-step forecasting of earthquake magnitude using meta-learning based neural networks

M Maya, W Yu, L Telesca - Cybernetics and Systems, 2022 - Taylor & Francis
The prediction of the magnitude of an earthquake is still a challenge in the studies of seismic
processes. The machine learning approaches have been developed recently to predict only …

Single-component/single-station–based machine learning for estimating magnitude and location of an earthquake: A support vector machine approach

S Chanda, SN Somala - Pure and Applied Geophysics, 2021 - Springer
Traditional approaches require a velocity model to compute travel times for estimating the
location of earthquakes. Moreover, the velocity model typically assumed is layered in nature …

Gated recurrent units based recurrent neural network for forecasting the characteristics of the next earthquake

J Gonzalez, W Yu, L Telesca - Cybernetics and Systems, 2022 - Taylor & Francis
We are currently far from being able to make an accurate and timely prediction of
earthquakes, that can tell us even roughly Where will it occur? When will it occur? What will …

Earthquake Magnitude Estimation with Single Seismic Station using Deep Learning

M Carratù, V Gallo, V Laino, V Paciello… - … on Measurements & …, 2024 - ieeexplore.ieee.org
Prediction and early estimation of earthquake hazards have always been a subject of
research. Indeed, the ability to promptly understand the energy released by a given …

Propagation and characteristic of tsunami wave in Lembeh Strait, North Sulawesi, due to the earthquake in the Molucca Sea

GH Tamuntuan, BB Mambu, G Pasau… - IOP Conference …, 2021 - iopscience.iop.org
Modeling the propagation of a tsunami triggered by an earthquake with a hypocenter in the
double subduction of the Maluku Sea using the TUNAMI-N2 program has been carried out …

[PDF][PDF] Pronóstico de series de tiempo empleando redes neuronales y meta-transferencia de aprendizaje

M Rodriguez, M Cesar - 2022 - repositorio.cinvestav.mx
En este trabajo de tesis se proponen modificaciones a los métodos de Meta-Aprendizaje
(ML) y Transferencia-Aprendizaje (TL), así como la generación de un nuevo algoritmo …