1:45 PM - 1:50 PM
Session information
[J] Oral
A (Atmospheric and Hydrospheric Sciences ) » A-CG Complex & General
[A-CG43] Earth & Environmental Sciences and Artificial Intelligence/Machine Learning
Thu. Jun 3, 2021 1:45 PM - 3:15 PM Ch.07 (Zoom Room 07)
convener:Tomohiko Tomita(Faculty of Advanced Science and Technology, Kumamoto University), Shigeki Hosoda(Japan Marine-Earth Science and Technology), Ken-ichi Fukui(Osaka University), Satoshi Ono(Kagoshima Univeristy), Chairperson:Tomohiko Tomita(Faculty of Advanced Science and Technology, Kumamoto University), Shigeki Hosoda(Japan Marine-Earth Science and Technology)
In recent years, we have been required to explore various gigantic data leading earth and environmental sciences such as modern meteorology, oceanography, hydrology and so on to accomplish Society 5.0 and Sustainable Development Goals (SDGs). To examine such gigantic environmental data faithfully, it may be required to use the techniques of artificial intelligence/machine learning (AI/ML) including spatiotemporal data modeling of AI, prediction and detection by ML, techniques of automated data mining, and so forth. At the present, AI/ML is also expected to lead the data-driven science as a bridge connecting science and big data. This session calls for various studies applying the techniques of AI/ML to scientific/environmental issues and will discuss them in both natural and information sciences.
1:50 PM - 2:10 PM
[ACG43-02] Deep Learning that Ensures Laws of Physics and Other Constraints and Its Applications
★Invited Papers
*Takashi Matsubara1 (1.Osaka University)
2:10 PM - 2:30 PM
[ACG43-03] Recent trends in earth and environmental informatics
★Invited Papers
*Daisuke Matsuoka1,2 (1.Japan Agency for Marine-Earth Science and Technology, 2.Japan Science and Technology Agency)
2:30 PM - 2:45 PM
*Pongpisit Thanasutives1, Masayuki Numao1, Ken-ichi Fukui1 (1.Osaka University)
2:45 PM - 3:00 PM
*Thomas Sekiyama1 (1.Meteorological Research Institute)
3:00 PM - 3:15 PM
*Ryo Kaneko1, Shiho Onomura2, Makoto Nakayoshi2 (1.The University of Tokyo, 2.Tokyo University of Science)