Sun. May 21, 2023 1:45 PM - 3:00 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:Ryoichiro Agata(Japan Agency for Marine-Earth Science and Technology), Keisuke Yano(The Institute of Statistical Mathematics)

Mon. May 22, 2023 9:00 AM - 10:15 AM International Conference Room (IC) (International Conference Hall, Makuhari Messe)

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

[S-TT43] Creating future of solid Earth science with high performance computing (HPC)

9:30 AM - 9:45 AM

[STT43-03] Verification toward ground motion calculation on the supercomputer Fugaku: Benchmark test on a model with topography and a basin (2)

*Hiroaki Kobayashi¹, Tetsushi Watanabe¹, Kentaro Kasamatsu¹, Moeko Koie¹, Kenichi Kato¹, Ryoichiro Agata², Sayako Hirobe², Yoshihisa Hiyoshi², Takane Hori² (1.Kobori Research Complex, 2.Japan Agency for Marine-Earth Science and Technology)

9:45 AM - 10:00 AM

[STT43-04] Evaluation of long-period ground motions from megathrust earthquakes in the Japan subduction zones using the supercomputer Fugaku

*Masashi Nishimoto¹, Yu Yamamoto¹, Ryoichiro Agata², Sayako Hirobe², Yoshihisa Hiyoshi², Takane Hori² (1.Taisei Advanced Center of Technology, 2.Japan Agency for Marine-Earth Science and Technology)

Tue. May 23, 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-TT43] Creating future of solid Earth science with high performance computing (HPC)

10:45 AM - 12:15 PM

[STT43-P03] Accuracy Evaluation for Finite Element Calculation of Long-period Ground Motions in the Sagami Trough Megathrust Earthquake

*yoshihisa HIYOSHI¹, Ryoichiro Agata¹, sayako hirobe¹, Takane Hori¹ (1.Japan Agency for Marine-Earth Science and Technology)

Sun. May 21, 2023 1:45 PM - 3:00 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

2:45 PM - 3:00 PM

[SCG55-10] Bayesian first-arrival traveltime tomography using physics-informed neural networks and particle-based variational inference

*Ryoichiro Agata¹, Kazuya Shiraishi¹, Gou Fujie¹ (1.Japan Agency for Marine-Earth Science and Technology)

Ryoichiro Agata

Convener, Chairperson

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

Speaker, Author, Co-Author

[S-TT43] Creating future of solid Earth science with high performance computing (HPC)

[STT43-03] Verification toward ground motion calculation on the supercomputer Fugaku: Benchmark test on a model with topography and a basin (2)

[STT43-04] Evaluation of long-period ground motions from megathrust earthquakes in the Japan subduction zones using the supercomputer Fugaku

[S-TT43] Creating future of solid Earth science with high performance computing (HPC)

[STT43-P03] Accuracy Evaluation for Finite Element Calculation of Long-period Ground Motions in the Sagami Trough Megathrust Earthquake

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

[SCG55-10] Bayesian first-arrival traveltime tomography using physics-informed neural networks and particle-based variational inference