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Hurricane Track Analysis via Sasaki-based Splines Models

License: MIT License

Jupyter Notebook 99.62% Python 0.38%
geometric-data-analysis hurricane sasaki-metric differential-geometry geometric-statistics longitudinal

geometrichurricaneanalysis's Introduction

Hurricane Track Analysis via Sasaki-based Splines Models

This repository provides a jupyter notebook reproducing the experiments on hurricane track analysis as presented in

Esfandiar Nava-Yazdani, Felix Ambellan, Martin Hanik, Christoph von Tycowicz:
Sasaki Metric for Spline Models of Manifold-Valued Trajectories.
Computer Aided Geometric Design, 2023.
Preprint Preprint

In this repository, the experiments from the paper can be reproduced. The underlying methodological building blocks are part of the Morphomatics library. These include the tangent bundle, the Bézierfold, and the Sasaki metric.

Start the interactive demo on Binder

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