Giter VIP home page Giter VIP logo

jointmts's Introduction

Gradient-based joint inversion of point-source moment-tensor and station-specific time shifts

Thanh-Son Pham ([email protected])

This repository contains source files to reproduce data analysis and figures published in the GJI artcile.

To run the entire package, TensorFlow, TensorFlow-Probability, obspy need to be installed in your environment.

Content of this package:

  • CPS.py: library file for function to generate Green's function with CPS program (Herrmann, 2023).
  • UTIL.py: utinily file for plotting and other supporting function.
  • MT.py: implementation of joint moment tensor inversion using TensorFlow functionalities.
  • LongValley: Directory containing analysis for the case study of earthquakes in Long Valley Caldera regions
    • SoCal.plain.txt: 1D velocity model for Southern California.
    • Pham_GJI2024.ipynb: Jupyter notebook to produce paper figures.
    • MainMTI.py: Wrapping script to reproduce the entire data analysis.
    • run_main_cpu.pbs: Main bash script to re-run all experiments.
    • OUTPUT: experiment output. Note: it's costly to re-run all the experiment. Please consider to use a computer cluster.

Canberra, May 2024.

jointmts's People

Contributors

tsonpham avatar

Stargazers

Nguyễn Công Nghĩa avatar Li Xiong avatar avatar

Watchers

avatar

jointmts's Issues

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.