seshan01/hym_notebook

The Hybrid Modeling Notebook

Hybrid Modeling Tutorial

Hybrid Modeling is a modeling technique in which a physics-based model is combined with a data-based approach. By combining the best of both worlds, we trade off the benefit of prior knowledge when training data is scarce with the flexibility of a data-driven approaches when training data is abundant. In this notebook we demonstrate the power of hybrid modeling by modeling data, which roughly follows the amplitude of a non-linearly damped oscillator with missing data.

Purpose of the project

This software is a tutorial, solely developed for educational purpose. It will neither be maintained nor monitored in any way.

License

Benchmarks is open-sourced under the MIT license. See the LICENSE file for details.