3 papers
cs.LG2025
WaveCastNet: Rapid Wavefield Forecasting for Earthquake Early Warning via Deep Sequence to Sequence Learning
Dongwei Lyu, Rie Nakata, Pu Ren +4
We propose a new deep learning model, WaveCastNet, to forecast high-dimensional wavefields. WaveCastNet integrates a convolutional long expressive memory architecture into a sequen…
physics.geo-ph2025
Real-Time Reconstruction of Ground Motion During Small Magnitude Earthquakes: A Pilot Study
Youngkyu Kim, Qingkai Kong, Youngsoo Choi +2
This study presents a pilot investigation into a novel method for reconstructing real-time ground motion during small magnitude earthquakes (M < 4.5), removing the need for computa…
physics.geo-ph2025
2024 California Community Earth Models for Seismic Hazard Assessments Workshop Report
Brad T. Aagaard, Scott Marshall, Sarah Minson +18
The California Community Earth Models for Seismic Hazard Assessments Workshop (https://www.scec.org/workshops/2024/california-community-models, accessed December 16, 2024) was held…