1. Home
  2. Innovations
  3. Technological innovations
  4. Physics-inspired machine learning - Principles and application to solar energy forecasting

  5. Different modeling approaches

Article | REF: IN703 V1

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

Author: Vincent LE GUEN

Publication date: December 10, 2023

You do not have access to this resource.
Click here to request your free trial access!

Already subscribed? Log in!

Français

1. Different modeling approaches

This article focuses on the study of physical phenomena using computer-aided modelling. In this section, we outline the different categories of modeling methods, summarized in figure 1 , which are classified according to the extent of a priori knowledge we have about the system and the amount of observational data available.

You do not have access to this resource.

Exclusive to subscribers. 97% yet to be discovered!

You do not have access to this resource.
Click here to request your free trial access!

Already subscribed? Log in!

The Ultimate Scientific and Technical Reference

A Comprehensive Knowledge Base, with over 1,200 authors and 100 scientific advisors
+ More than 10,000 articles and 1,000 how-to sheets, over 800 new or updated articles every year
From design to prototyping, right through to industrialization, the reference for securing the development of your industrial projects

This article is included in

Technological innovations

This offer includes:

Knowledge Base

Updated and enriched with articles validated by our scientific committees

Services

A set of exclusive tools to complement the resources

Practical Path

Operational and didactic, to guarantee the acquisition of transversal skills

Doc & Quiz

Interactive articles with quizzes, for constructive reading

Subscribe now!

Ongoing reading
Different modeling approaches
Outline