Rapid wavefield forecasting for earthquake early warning via deep sequence to sequence learning
Sign Up to like & getrecommendations! Published in 2025 at "Nature Communications"
DOI: 10.1038/s41467-025-65435-2
Abstract: We propose a deep learning model, WaveCastNet, to forecast high-dimensional wavefields. WaveCastNet integrates a convolutional long expressive memory architecture into a sequence-to-sequence forecasting framework, enabling it to model long-term dependencies and multiscale patterns in both… read more here.
Keywords: sequence sequence; wavecastnet; sequence; model ... See more keywords