File Download

  • Find it @ UNIST can give you direct access to the published full text of this article. (UNISTARs only)
Related Researcher

GrzybowskiBartosz Andrzej

Grzybowski, Bartosz A.
Read More

Views & Downloads

Detailed Information

Cited time in webofscience Cited time in scopus
Metadata Downloads

Accelerated chemical science with AI

Author(s)
Back, SeoinAspuru-Guzik, AlánCeriotti, MicheleGryn'ova, GannaGrzybowski, Bartosz A.Gu, Geun HoHein, JasonHippalgaonkar, KedarHormázabal, RodrigoJung, YousungKim, SeonahKim, Woo YounMoosavi, Seyed MohamadNoh, JuhwanPark, ChangyoungSchrier, JoshuaSchwaller, PhilippeTsuda, KojiVegge, Tejsvon Lilienfeld, O. AnatoleWalsh, Aron
Issued Date
2024-01
DOI
10.1039/d3dd00213f
URI
https://scholarworks.unist.ac.kr/handle/201301/82643
Citation
DIGITAL DISCOVERY, v.3, no.1, pp.23 - 33
Abstract
In light of the pressing need for practical materials and molecular solutions to renewable energy and health problems, to name just two examples, one wonders how to accelerate research and development in the chemical sciences, so as to address the time it takes to bring materials from initial discovery to commercialization. Artificial intelligence (AI)-based techniques, in particular, are having a transformative and accelerating impact on many if not most, technological domains. To shed light on these questions, the authors and participants gathered in person for the ASLLA Symposium on the theme of ‘Accelerated Chemical Science with AI’ at Gangneung, Republic of Korea. We present the findings, ideas, comments, and often contentious opinions expressed during four panel discussions related to the respective general topics: ‘Data’, ‘New applications’, ‘Machine learning algorithms’, and ‘Education’. All discussions were recorded, transcribed into text using Open AI's Whisper, and summarized using LG AI Research's EXAONE LLM, followed by revision by all authors. For the broader benefit of current researchers, educators in higher education, and academic bodies such as associations, publishers, librarians, and companies, we provide chemistry-specific recommendations and summarize the resulting conclusions. © 2024 RSC.
Publisher
Royal Society of Chemistry
ISSN
2635-098X

qrcode

Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.