Sun. May 21, 2023 10:45 AM - 12:15 PM 302 (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG55] Driving Solid Earth Science through Machine Learning

convener:Hisahiko Kubo(National Research Institute for Earth Science and Disaster Resilience), Yuki Kodera(Meteorological Research Institute, Japan Meteorological Agency), Makoto Naoi(Kyoto University), Keisuke Yano(The Institute of Statistical Mathematics), Chairperson:Yuta Amezawa(National Institute of Advanced Industrial Science and Technology), Kazuya Ishitsuka(Kyoto University)

Thu. May 25, 2023 3:30 PM - 4:45 PM 201B (International Conference Hall, Makuhari Messe)

[J] Oral
| H (Human Geosciences )
| H-RE Resource and Engineering Geology

[H-RE12] New Developments in Engineering Geology

3:30 PM - 3:45 PM

[HRE12-01] An overview of investigations of geological structure, temperature and groundwater level in boreholes penetrating the Futagawa faul

★Invited Papers

*Weiren Lin¹, Susumu Shibutani², Nana Kamiya³, Koichiro Sado², Shuai FENG¹, Kazuya Ishitsuka¹ (1.Graduate School of Engineering, Kyoto University, 2.Chi-ken Sogo Consultants Co., Ltd., 3.Doshisha University)

Wed. May 24, 2023 3:30 PM - 4:45 PM 106 (International Conference Hall, Makuhari Messe)

[E] Oral
| S (Solid Earth Sciences )
| S-RD Resources, Mineral Deposit & Resource Exploration

[S-RD24] Cutting-edge sensing technology applied to geology and resource exploration

4:15 PM - 4:30 PM

[SRD24-04] Evaluation of the effect of boundary conditions in physics-informed neural network for geothermal modeling

★Invited Papers

*Takehiro Kobira¹, Kazuya Ishitsuka¹, Weiren Lin¹ (1.Graduate School of Engineering, Kyoto University)

Fri. May 26, 2023 10:45 AM - 12:15 PM Online Poster Zoom Room (15) (Online Poster)

[J] Online Poster
| S (Solid Earth Sciences )
| S-GC Geochemistry

[S-GC38] Solid Earth Geochemistry, Cosmochemistry

10:45 AM - 12:15 PM

[SGC38-P03] Characteristics of changes in thermal properties in normal consolidation process of sedimentary soft rocks

*Tomoki Yamada¹, Weiren Lin¹, Kazuya Ishitsuka¹, Nana Kamiya², Masahiro Miyazaki¹, Kodai Tomomatsu¹ (1.Graduate School of Engineering, Kyoto University, 2.Faculty of Science and Engineering, Doshisha University)

Wed. May 24, 2023 10:45 AM - 12:00 PM 304 (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-TT Technology & Techniques

[S-TT39] Synthetic Aperture Radar and its application

11:45 AM - 12:00 PM

[STT39-05] Making SLC images in steep terrain by FMCW SAR-equipped drone observation and evaluating their accuracy

*Yutaro Shigemitsu¹, Kazuya Ishitsuka¹, Weiren Lin¹, Tomoyuki Sugiyama², Munemaru Kishimoto², Takeharu Takahashi² (1.Kyoto University, 2.Nittetsu Mining Consultants Co., Ltd)

Thu. May 25, 2023 10:45 AM - 12:15 PM Online Poster Zoom Room (17) (Online Poster)

[J] Online Poster
| S (Solid Earth Sciences )
| S-TT Technology & Techniques

[S-TT39] Synthetic Aperture Radar and its application

10:45 AM - 12:15 PM

[STT39-P13] Reduction of error components in ALOS-2 InSAR analysis-Application of Noise2Noise deep learning-

*Tomoki Nagata¹, Yutaro Shigemitsu¹, Kazuya Ishitsuka¹, Weiren Lin¹ (1.Kyoto University)

Sun. May 21, 2023 10:45 AM - 12:15 PM 302 (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG55] Driving Solid Earth Science through Machine Learning

11:00 AM - 11:15 AM

[SCG55-02] Examining the effectiveness of a physics-informed neural network for the inverse modeling of hydrothermal systems

*Kazuya Ishitsuka¹ (1.Kyoto University)

Sun. May 21, 2023 9:00 AM - 10:15 AM 301B (International Conference Hall, Makuhari Messe)

[J] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI29] Data-driven geosciences

10:00 AM - 10:15 AM

[MGI29-05] Exploration in applications of "Data Descriptive Science" to fields of energy resources and earth sciences

★Invited Papers

*Anna Suzuki¹, Keiichiro Goto¹, Kazuya Ishitsuka², Takeshi Tsuji³, Shotaro Akaho⁴, Yasuaki Hiraoka² (1.Tohoku University, 2.Kyoto University, 3.The University of Tokyo, 4.National Institute of Advanced Industrial Science and Technology)

Kazuya Ishitsuka

Convener, Chairperson

[S-CG55] Driving Solid Earth Science through Machine Learning

Speaker, Author, Co-Author

[H-RE12] New Developments in Engineering Geology

[HRE12-01] An overview of investigations of geological structure, temperature and groundwater level in boreholes penetrating the Futagawa faul

★Invited Papers

[S-RD24] Cutting-edge sensing technology applied to geology and resource exploration

[SRD24-04] Evaluation of the effect of boundary conditions in physics-informed neural network for geothermal modeling

★Invited Papers

[S-GC38] Solid Earth Geochemistry, Cosmochemistry

[SGC38-P03] Characteristics of changes in thermal properties in normal consolidation process of sedimentary soft rocks

[S-TT39] Synthetic Aperture Radar and its application

[STT39-05] Making SLC images in steep terrain by FMCW SAR-equipped drone observation and evaluating their accuracy

[S-TT39] Synthetic Aperture Radar and its application

[STT39-P13] Reduction of error components in ALOS-2 InSAR analysis-Application of Noise2Noise deep learning-

[S-CG55] Driving Solid Earth Science through Machine Learning

[SCG55-02] Examining the effectiveness of a physics-informed neural network for the inverse modeling of hydrothermal systems

[M-GI29] Data-driven geosciences

[MGI29-05] Exploration in applications of "Data Descriptive Science" to fields of energy resources and earth sciences

★Invited Papers