MSc Geophysics Seminar on developing Jupyter Notebooks for Geophysics
This course aims at discussing advanced computational methods in seismology, and other topics with the aim of developing skills to write and maintain Jupyter Notebooks for small projects and teaching. In addition we learn some basic tools for code development (github).
Participating students will prepare basic theoretical concepts, simple python-based notebooks, and possibly report on some applications of methodologies in geosciences.
tbd
| Date | Topic | Presenters | Misc |
|---|---|---|---|
| Oct 18, 10:15 C107 | GitHub | T. Megies | Introduction, Applications |
| Nov 15, 10:15 C107 | Progress report | All | |
| Dec 20, 10:15 C107 | Probabilistic inversion | Gessele | Progress discussion |
| Jan 10, 10:15 C107 | Sumatra Part 1 | Tomi | Progress discussion |
| Jan 17, 10:15 C107 | Seismic tomography | Ashim | Progress discussion |
| Jan 24, 10:15 C107 | Rupture in 2D | Mitch | Final discussion |
| Jan 31, 10:15 C107 | Sumatra Part 2 | Angel & Yongki | Progress discussion |
| April 25, 10:15 C407 | Wrap up/Conclusion | All |
- FD simulations of seismic noise
- Earthquake location problem using linear algebra
- Earthquake location problem using probabilistic methods
- Simple homogenization examples
- Elastic code in 2D
- Simple rupture problems in 1D or 2D
- Tomographic inversion using linear algebra
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Analysis of the 2004 Sumatra-Andaman earthquake Part 1: Instrument response and spectral analysis (based on C. Tape matlab scripsts), involves conversion to ObsPy Part 2: Analyzing the effects of rupture complexity and Earth heterogeneity
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Probabilistic earthquake source location inversion based on existing matlab scripts
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Review, update, understanding if existing notebook on homogenization by S. Singh, Y. Capdeville
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A simple 2D staggered grid elastic code based on a Fortran implementation
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Simplest tomographic inversion using linear algebra (Matlab codes exist)
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1D and 2D SBP finite difference approximations for the elastic wave equation
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Simple 1D and 2D SBP finite difference implementation of dynamic ruputre simulations. (You will build upon an existing finite difference notebooks)
- Dynamic rupture in 2D (Mitch)
- Seismic Tomograpgy (Ashim)
- Earthquake location, probabilistic inversion (Kilian)
- Sumatra earthquake, practicals by C. Tape (Angel, Tomy, Yongki)
- Finite-difference method, summation by parts (Kenneth)