10:45 AM - 11:05 AM
[AGE27-01] Numerical simulation of soil moisture dynamics using physics-informed neural networks
★Invited Papers
*Toshiyuki Bandai1, Teamrat A. Ghezzehei1 (1.The University of California, Merced)
[E] Oral
A (Atmospheric and Hydrospheric Sciences ) » A-GE Geological & Soil Environment
Thu. Jun 3, 2021 10:45 AM - 12:15 PM Ch.12 (Zoom Room 12)
convener:Hirotaka Saito(Department of Ecoregion Science, Tokyo University of Agriculture and Technology), Chihiro Kato(Faculty of Agriculture and Life Science, Hirosaki University), Yuki Kojima(Department of Civil Engineering, Gifu University), Shoichiro Hamamoto(Department of Biological and Environmental Engineering, The University of Tokyo), Chairperson:Hirotaka Saito(Department of Ecoregion Science, Tokyo University of Agriculture and Technology), Zi feng Wu (Guangzhou University), Shoichiro Hamamoto(Department of Biological and Environmental Engineering, The University of Tokyo),Yuki Kojima(Department of Civil Engineering, Gifu University)
This session covers the topics on fluid flow and mass transport in geological media. Subjects related to laboratory testing, subsurface characterization, theoretical analysis and numerical modeling will be discussed. Presentations on geo-pollution, remediation, geological disposal of hazardous wastes, mass transport in vadose zone, and environmental assessment from any fields, such as earth science, engineering, and agriculture, are welcome.
10:45 AM - 11:05 AM
*Toshiyuki Bandai1, Teamrat A. Ghezzehei1 (1.The University of California, Merced)
11:05 AM - 11:20 AM
*Shizuka Takai1, Taro Shimada1, Seiji Takeda1, Katsuaki Koike2 (1.Japan Atomic Energy Agency, 2.Graduate School of Engineering, Kyoto-University)
11:20 AM - 11:35 AM
*Ryoto Nomura1, Tadashi Yokoyama2, Naoki Nishiyama3 (1.Graduate School of Advanced Science and Engineering, Hiroshima University, 2.Graduate School of Integrated Arts and Sciences, Hiroshima University, 3.University of Tsukuba)
11:35 AM - 11:50 AM
*Randa Permanda1, Tomoyuki Ohtani1 (1.Gifu University)
11:50 AM - 12:15 PM
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