WebEQTransformer is an AI-based earthquake signal detector and phase (P&S) picker based on a deep neural network with an attention mechanism. It has a hierarchical architecture specifically designed for earthquake signals. EQTransformer has been trained on global seismic data and can perform detection and arrival time picking simultaneously. WebEQTransformer is a multi-task deep neural network for simultaneous earthquake detection and phase picking with a hierarchical attentive model. It mainly consists of one very deep encoder and three separate decoders (detector, P-picker, and S-picker branches) with an attention mechanism.
GitHub - smousavi05/EQTransformer: EQTransformer, a …
WebJan 29, 2024 · output_dir/traceNmae_dic.json: A dictionary where the trace name for all the detections associated to an event are listed. This can be used later to access the traces for calculating the cross-correlations during the relocation process. Unlike the other modules, this function does not create the ouput directory. WebApr 12, 2024 · yzshi98 has 8 repositories available. Follow their code on GitHub. albion pc fraco
GitHub - seisbench/seisbench: SeisBench - A toolbox for …
WebInstallation: cd to EQTransformer and type: pip install requirements.txt. Note: if Opspy did not get installed using the above commends and you got error, try installing it separately … WebAug 7, 2024 · We introduce a new deep-learing model (EQTransformer 1) for the simultaneous detection of earthquake signals and picking first P and S phases on single-station data recorded at local epicentral... WebFeb 24, 2024 · Contact GitHub support about this user’s behavior. Learn more about reporting abuse. ... smousavi05 / README.md Pinned EQTransformer Public. EQTransformer, a python package for earthquake signal detection and phase picking using AI. Python 213 127 STEAD Public. STanford EArthquake Dataset (STEAD):A Global … albion party