Paper 2024 Real-time Shock Event Classification

This repository contains code and artifacts associated with the following publication:

Zhymir Thompson, Gurcan Comert, Joud N. Satme, Austin R. J. Downey, and Jason D. Bakos.
Real-time shock event classification from univariate structural response measurements.
In ASME 2024 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS2024).
American Society of Mechanical Engineers, September 2024.
doi:10.1115/smasis2024-141124

⚠️ Note: This repository was published after the paper and may contain discrepancies relative to the original publication. It is intended to improve transparency and promote reproducibility of the work. Interested readers are encouraged to consult more recent publications and repositories from the authors for the latest developments.

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Program comes with option to run models through config file.

Packages

• jinja2
• matplotlib
• more_itertools
• numpy
• pandas
• scikit-learn
• scipy
• ruptures
• tomlkit
• tqdm

Debugging packages

• line_profiler
• snakeviz

extras

• cython
• numba