Cover Image

A CNN-BiLSTM Model with Attention Mechanism for Earthquake Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kavianpour, Parisa, Kavianpour, Mohammadreza, Jahani, Ehsan, Ramezani, Amin
Format:	Preprint
Published:	2021
Subjects:	Machine Learning Signal Processing Geophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Physics-Informed Deep Learning and Partial Transfer Learning for Bearing Fault Diagnosis in the Presence of Highly Missing Data
by: Kavianpour, Mohammadreza, et al.
Published: (2024)

Knowledge Distillation and Enhanced Subdomain Adaptation Using Graph Convolutional Network for Resource-Constrained Bearing Fault Diagnosis
by: Kavianpour, Mohammadreza, et al.
Published: (2025)

BiLSTM and Attention-Based Modulation Classification of Realistic Wireless Signals
by: Udaiwal, Rohit, et al.
Published: (2024)

Fully Data-Driven Model for Increasing Sampling Rate Frequency of Seismic Data using Super-Resolution Generative Adversarial Networks
by: Gholizadeh, Navid, et al.
Published: (2024)

EEG-Based Inter-Patient Epileptic Seizure Detection Combining Domain Adversarial Training with CNN-BiLSTM Network
by: Tazaki, Rina, et al.
Published: (2025)

Fast ground penetrating radar dual-parameter full waveform inversion method accelerated by hybrid compilation of CUDA kernel function and PyTorch
by: Liu, Lei, et al.
Published: (2025)

Evaluating PhaseNet on Teleseismic Data with MsPASS
by: Ma, Jinxin, et al.
Published: (2026)

FiLark: a streaming-first software framework for end-to-end exploration, annotation, and algorithm integration in distributed acoustic sensing
by: Li, Jintao, et al.
Published: (2026)

Auto-Linear Phenomenon in Subsurface Imaging
by: Feng, Yinan, et al.
Published: (2023)

An Empirical Study of Large-Scale Data-Driven Full Waveform Inversion
by: Jin, Peng, et al.
Published: (2023)

Automatic Differentiation-based Full Waveform Inversion with Flexible Workflows
by: Liu, Feng, et al.
Published: (2024)

Joint Microseismic Event Detection and Location with a Detection Transformer
by: Yang, Yuanyuan, et al.
Published: (2023)

High-Rate Phase Association with Travel Time Neural Fields
by: Shi, Cheng, et al.
Published: (2023)

Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection
by: Koeshidayatullah, Ardiansyah, et al.
Published: (2024)

Joint User and Data Detection in Grant-Free NOMA with Attention-based BiLSTM Network
by: Khan, Saud, et al.
Published: (2022)

An Adaptive CSI Feedback Model Based on BiLSTM for Massive MIMO-OFDM Systems
by: Shen, Hongrui, et al.
Published: (2024)

Time series forecasting for multidimensional telemetry data using GAN and BiLSTM in a Digital Twin
by: Neto, Joao Carmo de Almeida, et al.
Published: (2025)

Seismic First Break Picking in a Higher Dimension Using Deep Graph Learning
by: Wang, Hongtao, et al.
Published: (2024)

Forecasting Ionospheric Irregularities on GNSS Lines of Sight Using Dynamic Graphs with Ephemeris Conditioning
by: Turkmen, Mert Can, et al.
Published: (2026)

Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction
by: Costantino, Giuseppe, et al.
Published: (2024)

High-Resolution Trans-Oceanic Distributed Acoustic Sensing Enabled by a Bi-Directional Sensor Implementation
by: Mazur, Mikael, et al.
Published: (2026)

WISE: full-Waveform variational Inference via Subsurface Extensions
by: Yin, Ziyi, et al.
Published: (2023)

CLSP-REQA: A Real-Time Quality-Aware Closed-Loop Seizure Prediction Framework with Mamba-BiLSTM and Confidence-Gated Intervention
by: Chen, Mufeng, et al.
Published: (2026)

Enhanced Geological Prediction for Tunnel Excavation Using Full Waveform Inversion Integrating Sobolev Space Regularization with a Quadratic Penalty Method
by: Li, Jiahang, et al.
Published: (2024)

UBiGTLoc: A Unified BiLSTM-Graph Transformer Localization Framework for IoT Sensor Networks
by: Lehyeh, Ayesh Abu, et al.
Published: (2026)

Modeling measurements for quantitative imaging subsurface targets
by: Kim, Arnold, et al.
Published: (2025)

Enhancing Deep Learning based RMT Data Inversion using Gaussian Random Field
by: Ghosal, Koustav, et al.
Published: (2024)

Self-Updating Vehicle Monitoring Framework Employing Distributed Acoustic Sensing towards Real-World Settings
by: Wang, Xi, et al.
Published: (2024)

WAFER: A new method to retrieve sun-induced fluorescence based on spectral wavelet decompositions
by: Oehl, Veronika, et al.
Published: (2025)

DASPack: Controlled Data Compression for Distributed Acoustic Sensing
by: Segui, Aleix, et al.
Published: (2025)

GAN-supervised Seismic Data Reconstruction: An Enhanced-Learning for Improved Generalization
by: Goyes-Penafiel, Paul, et al.
Published: (2023)

Global Seismic Monitoring using Operational Subsea Cable
by: Mazur, Mikael, et al.
Published: (2024)

Training a Distributed Acoustic Sensing Traffic Monitoring Network With Video Inputs
by: Cohen, Khen, et al.
Published: (2024)

Explainable Parallel CNN-LSTM Model for Differentiating Ventricular Tachycardia from Supraventricular Tachycardia with Aberrancy in 12-Lead ECGs
by: Teimouri-Jervekani, Zahra, et al.
Published: (2025)

A CNN-LSTM Quantifier for Single Access Point CSI Indoor Localization
by: Hoang, Minh Tu, et al.
Published: (2020)

Lossy Neural Compression for Geospatial Analytics: A Review
by: Gomes, Carlos, et al.
Published: (2025)

A Physics-guided Generative AI Toolkit for Geophysical Monitoring
by: Yang, Junhuan, et al.
Published: (2024)

Real-Time Earthquake Magnitude Classification from Initial P-Waves: Models, Dataset, and Comparative Analysis for South Asia
by: Fahim, Md Nasiat Hasan, et al.
Published: (2026)

Turkey's Earthquakes: Damage Prediction and Feature Significance Using A Multivariate Analysis
by: Shah, Shrey, et al.
Published: (2024)

MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification
by: Goerttler, Stephan, et al.
Published: (2025)