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AI4Seismology Training School 2025

Lectures

Day 1: Introductions
Day 2: Theory
Day 3: Applications
Day 4: HPC & Data

Tutorials

Setting-up
Transformers for Time Series Analysis
- Transformers Part 1
- Transformers Part 2
Physics-Informed Neural Networks
- 1D Harmonic Oscillator with PINNs
- 1D Harmonic Oscillator with FBPINNs
Unsupervised Learning
Earthquake Catalogs
UMAP
- Supervised and Unsupervised Machine Learning Methods for Urban Sound dataset
HPC

Other information

Where to go?

Repository
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By Josefine Umlauft, Jannes Münchmeyer, Martijn van den Ende, Marius Isken, Robert Haase

© Copyright 2025.

Last updated on 2025-05-10.