magnitude-estimation

🌍 Detect earthquakes in real-time using deep learning. Classify seismic waves and predict magnitudes with advanced AI techniques in this comprehensive system.

SeismicQuake — AI-powered real-time earthquake detection, wave classification and magnitude estimation from seismic waveforms.

CBrain 2026 poster — The Fate of Uncertainty in the Transformation from Absolute to Relative Magnitude. Poster, de-identified data, analysis and figure code, supplement, and ex-ante predictions.

Deep learning-based seismic event detection system for earthquake detection, magnitude estimation, location prediction, and alert generation using CNN, Transformer, PSD analysis, PyTorch, and STEAD seismic waveform data.