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AI4EPS
AI4EPS
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Research
Research
Research
QuakeFlow
QuakeFlow
Overview
Pipeline
Standard Formats
CCTorch
CCTorch
Overview
Reference
DeepDenoiser
DeepDenoiser
Overview
Interactive Example
Batch Prediction
PhaseNet
PhaseNet
Overview
Interactive Example
Batch Prediction
EQNet
EQNet
Overview
PhaseNet-DAS
GaMMA
GaMMA
Overview
PhaseNet Example
Seisbench Example
ADSeismic
ADSeismic
Overview
ADLoc
ADLoc
Overview
ADTomo
ADTomo
Overview
Deep Catalog
Deep Catalog
Overview
Hawaii
Tonga
Teaching
Teaching
Teaching
EPS130 Seismology
EPS130 Seismology
Overview
Wave Equation
Wave Equation
Lecture
Exercise
Travel Time
Travel Time
Lecture
Exercise
Tomography
Tomography
Lecture
Exercise
Seismometers
Seismometers
Lecture
Exercise
Earthquake Location
Earthquake Location
Lecture
Exercise
Earthquake Magnitude
Earthquake Magnitude
Lecture
Exercise
Ambient Noise
Ambient Noise
Lecture
Exercise
Focal Mechanism
Focal Mechanism
Lecture
Exercise
Earthquake Statistics
Earthquake Statistics
Lecture
Exercise
Seismology
Seismology
Overview
Notebooks
Notebooks
Spring Slider
1D seismic wave
Obspy
Obspy
Download Data
Signal Processing
Signal Processing
Denoising
Earthquake Detection
Phase Picking and Association
Earthquake Location
Focal Mechanism and Moment Tensor
Focal Mechanism
Phase Picking on DAS
PyEarth
PyEarth
Overview
Python Introduction
Python Introduction
Introduction & Python 101
Numpy & Pandas
Matplotlib & Cartopy & PyGMT
Supervised Learning
Supervised Learning
Regression1
Regression2
Classification1
Classification2
Unsupervised Learning
Unsupervised Learning
Clustering
Statistics
Deep Learning
Deep Learning
Neural Networks 1
Neural Networks 2
ML4Earth
ML4Earth
Overview
Syllabus
Standard Formats
Standard Formats
Seismic Event Data (one single file)
Seismic Event Data (one event per file)
Seismic Event Template (one single file)
DAS Event Data (one event per file)
DAS Event Template
Catalog Workshop
Catalog Workshop
README
Introduction
Regional Seismic Network
Regional Seismic Network
Slides
Tutorials
Building Earthquake Catalog
Building Earthquake Catalog
Machine Learning
Machine Learning
Slides
Notebook
Template Matching
Template Matching
Slides
Notebook1
Notebook2
Notebook3
Evaluating Earthquake Catalog
Conclusions
DAS Workshop
DAS Workshop
Home
DAS Basics
DAS Basics
Slides
Lab: DAS Basics
Deep Learning for DAS
Deep Learning for DAS
Slides
Lab 2a: PhaseNet Inference
Lab 2b: Phase Association
Lab 2c: Semi-supervised Training
Lab 2d: DASNet Inference
Focal Mechanisms
Focal Mechanisms
Slides
dasfm Package
Lab 3a: Ray Parameters 2D
Lab 3b: DAS Preprocessing
Lab 3c: Focal Mechanism Inversion
Lab 3d: Result Summary
Eikonal Tomography
Eikonal Tomography
Slides
Lab: 2D Tomography
Lab: 3D Tomography
Publication
Publication
Publications
Presentations
Contact
Focal Mechanisms & Source Parameters from DAS
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