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
Emojulkaisu, jossa JYU-tekijöitä:
- Tuovinen, T. T., Periaux, J., & Neittaanmäki, P. (Eds.). (2022). Computational Sciences and Artificial Intelligence in Industry : New Digital Technologies for Solving Future Societal and Economical Challenges. Springer. Intelligent Systems, Control and Automation: Science and Engineering, 76. https://doi.org/10.1007/978-3-030-70787-3