Classification and Magnitude Estimation of Global and Local Seismic Events Using Conformer and Low-Rank Adaptation Fine-Tuning

Keyphrases

• Earthquake 100%
• Magnitude Estimation 100%
• Seismic Events 100%
• Convolutional Transformer 100%
• Low-rank Adaptation 100%
• Seismic Classification 75%
• Korean Peninsula 50%
• Adaptation Techniques 50%
• Number of Parameters 50%
• Seismic Waves 50%
• Suboptimal Performance 25%
• Model Performance 25%
• Classification Task 25%
• Feature Model 25%
• Local Context 25%
• Global Datasets 25%
• Mean Absolute Error 25%
• Estimation Task 25%
• State-of-the-art Models 25%
• Transformer Model 25%
• Event Magnitude 25%
• Geologic Features 25%

Earth and Planetary Sciences

• Peninsula 100%
• Seismic Waves 100%
• State of the Art 50%