Design of mTCN framework for disaster prediction a fusion of massive machine type communications and temporal convolutional networks

Design of mTCN framework for disaster prediction a fusion of massive machine type communications and temporal convolutional networks

Abstract Natural disasters such as floods, tsunamis, and earthquakes significantly impact lives and infrastructure, highlighting the urgent need for accurate and real-time prediction systems. Current methods often suffer from limitations in scalability, privacy, and real-time data integration, parti...

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Bibliographic Details
Main Authors: M. Umadevi, J. Arun Kumar, S. Vishnu Priyan, C. Vivek
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Disaster prediction
Temporal convolutional networks (TCNs)
Massive machine-type communications (mMTC)
Federated learning
Blockchain technology
Real-time monitoring
Online Access:https://doi.org/10.1038/s41598-025-15397-8
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https://doi.org/10.1038/s41598-025-15397-8

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