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MSc Thesis project conducted at ETH (SDSC) on Diffusion-based Seismic Waveform Generation

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TQDNE: This Quake Does Not Exist

About

This repository contains the experimental code of the thesis On the Synthesis of Seismic Broadband Waveforms with Conditional Diffusion Models. It can be used to generate seismic waveforms, replicate the results from the manuscript, or for training custom models from scratch.

Model scheme

Installation

You can install all required dependencies and the versions that have been used in the experiments by creating a new conda environment, and by then activating it:

conda env create -f environment.yaml 
conda activate tqdne

Experiments

All experimental code can be found in experiments (which we, e.g., used to train the generative models).

About

MSc Thesis project conducted at ETH (SDSC) on Diffusion-based Seismic Waveform Generation

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