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Co-development of Methodology, Applications, and Hardware in Computational Science and Artificial Intelligence

Year of publication

2022

Authors

Neittaanmäki, Pekka; Savonen, Matti; Periaux, Jacques; Tuovinen, Tero

Abstract

In this introductory chapter of the book, we outline the development of computational science, artificial intelligence, and data science as part of science paradigm development. Computational science and artificial intelligence have mainly been developed separately during the past 60 years. We present a short overview of the history and notice a delay between the development of hardware and software. Development has historically been unbalanced, as hardware development has allowed the growth of computing ability without necessitating the use of more efficient computing methods. Moreover, we outline artificial intelligence terminologies and derivative technologies, and represent some challenges related to scientific computing and artificial intelligence at a practical level. We also consider potential future trends in the co-development of the methodology of the fields.
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Organizations and authors

University of Jyväskylä

Savonen Matti

Neittaanmäki Pekka Orcid -palvelun logo

Tuovinen Tero Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Compilation

Article type

Other article

Audience

Scientific

Peer-reviewed

Non Peer-Reviewed

MINEDU's publication type classification code

B2 Book section

Publication channel information

Journal

Intelligent Systems, Control and Automation: Science and Engineering

Parent publication editors

Tuovinen, Tero T.; Periaux, Jacques; Neittaanmäki, Pekka

Publisher

Springer

Pages

3-8

Open access

Open access in the publisher’s service

No

Self-archived

No

Other information

Fields of science

Computer and information sciences

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Publication country

Switzerland

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1007/978-3-030-70787-3_1

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes