Rikuto Fukushima

→ Search for Rikuto Fukushima in Google Scholar

Speaker, Author, Co-Author

Mon. May 27, 2024 5:15 PM - 6:45 PM Poster Hall (Exhibition Hall 6, Makuhari Messe)

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

[S-TT38] Seismic Big Data Analysis Based on the State-of-the-Art of Bayesian Statistics

5:15 PM - 6:45 PM

[STT38-P06] Hessian-based uncertainty quantification for Physics-Informed Neural Networks: Application to the frictional parameter estimation

*Rikuto Fukushima^1,2, Masayuki Kano², Kazuro Hirahara^3,4, Makiko Ohtani⁵ (1.Faculty of Science, Kyoto University, 2.Graduate School of Science, Tohoku University , 3.RIKEN, 4.Kagawa University, 5.Graduate School of Science, Kyoto University)

Wed. May 29, 2024 9:00 AM - 10:15 AM Convention Hall (CH-B) (International Conference Hall, Makuhari Messe)

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

[S-CG40] Science of slow-to-fast earthquakes

10:00 AM - 10:15 AM

[SCG40-25] Inversion for the spatial distribution of frictional parameters on the Long-term SSE fault with Physics-Informed Neural Networks

*Rikuto Fukushima^1,2, Masayuki Kano², Kazuro Hirahara^3,4, Makiko Ohtani⁵, Jean-Philippe Avouac⁶, Kyungjae Im⁶ (1.Faculty of Science, Kyoto University, 2.Graduate School of Science, Tohoku University , 3.RIKEN, 4.Kagawa University, 5.Graduate School of Science, Kyoto University, 6.Geology and Planetary Science Division, California Institute of Technology)

▲