Hybrid models: benefits and fields of application
Physics-inspired machine learning - Principles and application to solar energy forecasting

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IN703 V1 Research and innovation

Hybrid models: benefits and fields of application


Physics-inspired machine learning - Principles and application to solar energy forecasting

Author : Vincent LE GUEN

Publication date: December 10, 2023 | Lire en français

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2. Hybrid models: benefits and fields of application

In this section, we focus on the contribution of hybrid models in the scientific and industrial fields. First, the main classes of scientific problems that can be addressed by hybrid models will be presented. Next, we'll look at the benefits of hybrid models compared with other modeling approaches.

2.1 Fundamental problems

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2.1.1 Solving partial differential equations

Classical numerical methods involve converting continuous differential equations into linear discrete equations. The most popular...

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