B2 Kirjan tai muun kokoomateoksen osa
Co-development of Methodology, Applications, and Hardware in Computational Science and Artificial Intelligence (2022)

Neittaanmäki, P., Savonen, M., Periaux, J., & Tuovinen, T. (2022). Co-development of Methodology, Applications, and Hardware in Computational Science and Artificial Intelligence. In T. T. Tuovinen, J. Periaux, & P. Neittaanmäki (Eds.), Computational Sciences and Artificial Intelligence in Industry : New Digital Technologies for Solving Future Societal and Economical Challenges (pp. 3-8). Springer. Intelligent Systems, Control and Automation: Science and Engineering, 76. https://doi.org/10.1007/978-3-030-70787-3_1

JYU-tekijät tai -toimittajat

Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajat: Neittaanmäki, Pekka; Savonen, Matti; Periaux, Jacques; Tuovinen, Tero

Emojulkaisu: Computational Sciences and Artificial Intelligence in Industry : New Digital Technologies for Solving Future Societal and Economical Challenges

Emojulkaisun toimittajat: Tuovinen, Tero T.; Periaux, Jacques; Neittaanmäki, Pekka

ISBN: 978-3-030-70786-6

eISBN: 978-3-030-70787-3

Lehti tai sarja: Intelligent Systems, Control and Automation: Science and Engineering

ISSN: 2213-8986

eISSN: 2213-8994

Julkaisuvuosi: 2022

Sarjan numero: 76

Artikkelin sivunumerot: 3-8

Kirjan kokonaissivumäärä: 275

Kustantaja: Springer

Kustannuspaikka: Cham

Julkaisumaa: Sveitsi

Julkaisun kieli: englanti

DOI: https://doi.org/10.1007/978-3-030-70787-3_1

Julkaisun avoin saatavuus: Ei avoin

Julkaisukanavan avoin saatavuus:

Lisätietoja: The CSAI 2019 Conference (Computational Science and AI in Industry: New Digital Technologies for Solving Future Societal and Economical Challenges) took place at Jyväskylä, Finland, on June 12–14, 2019.

Tiivistelmä

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.

YSO-asiasanat: laskennallinen tiede; tekoäly; datatiede; teknologinen kehitys; tieteen edistyminen; paradigmat

Liittyvät organisaatiot

OKM-raportointi: Kyllä

Raportointivuosi: 2022