Continuous development of machine learning
Numerical simulation and machine learning - Contribution of artificial intelligence to numerical modelling

Add to my library

AG455 V1 Quizzed article

Continuous development of machine learning


Numerical simulation and machine learning - Contribution of artificial intelligence to numerical modelling

Author : Jean-François SIGRIST

Publication date: January 10, 2024 | Lire en français

Add to my library Add to my library

Logo Techniques de l'Ingenieur You do not have access to this resource.
Request your free trial access! Free trial

Already subscribed?

2. Continuous development of machine learning

Artificial intelligence (AI) techniques are undergoing continuous development, and the spectacular media coverage of (real) advances made in this field by the scientific community (from research to industry) is helping to bring these techniques to the attention of the general public. AI is a set of techniques, systems or machines capable of performing more or less complex tasks autonomously. In this context, we take a closer look at one family of AI techniques, machine learning (ML) algorithms, to discuss their coupling with numerical simulation techniques.

2.1 Principle of machine learning

In mathematical terms, learning involves predicting an event y from data X = (x n ) 1≤ ...

You do not have access to this resource.
Logo Techniques de l'Ingenieur

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?


Ongoing reading
Continuous development of machine learning

Article included in this offer

"Management and innovation engineering"

( 435 articles )

Complete knowledge base

Updated and enriched with articles validated by our scientific committees

Services

A set of exclusive tools to complement the resources

View offer details

Dans les ressources documentaires

Modélisation mathématique et intelligence artificielle en agriculture

La compréhension des processus écophysiologiques de la croissance des plantes, la disponibilité des donné...

Biomathématiques, du discret au continu, au service de la modélisation du vivant

Les biomathématiques rassemblent les techniques de modélisation mathématique et de simulation de phénomèn...

Atomisation, pulvérisation et aérosols - Applications

Omniprésente dans les phénomènes naturels ainsi que dans l'industrie, l'atomisation est une transformatio...

Simulation mésoscopique des polymères

La résolution des équations qui régissent le monde macroscopique se fait de manière analytique, ou contin...

Tous les livres blancs
Toutes les actualités
Contact us