Work

Machine Learning-Driven Earthquake Early Warning Using Optical Fiber Mesh Networks

Year: 2024
Type: conference-paper
Abstract: We demonstrate interconnected meshed optical networks as sensing-localization grid for earthquake early detection. We integrate noisy polarization evolution data induced by seven earthquakes, into a Waveplate model to enhance a machine-learning algorithm that accurately detects primary waves, improves urban safety and mimic real case scenarios.
Language: English
Open Access status: green
OpenAlex ID: W4405633395
FWCI: 0.294
Cites: 12
Cited by: 1
Related to: 10