Researcher Profile

Kazuro Hirahara

0000-0002-5065-2985

Publications

Citations

Co-Authors

Active Years

Publications

Open Access Journal Article Journal of Geophysical Research: Solid Earth May 01, 2025

Physics‐Informed Deep Learning for Estimating the Spatial Distribution of Frictional Parameters in Slow Slip Regions

Rikuto Fukushima · Masayuki Kano · Kazuro Hirahara · Makiko Ohtani +2 more

10.1029/2024jb030256 4 citations

Open Access Journal Article Journal of Geophysical Research: Machine Learning and C... Mar 01, 2025

Physics‐Informed Deep Learning for Forward and Inverse Modeling of Inplane Crustal Deformation

Tomohisa Okazaki · Kazuro Hirahara · Takeo Ito · Masayuki Kano +1 more

10.1029/2024jh000474 3 citations

Open Access Journal Article Progress in Earth and Planetary Science Sep 14, 2024

Fault geometry invariance and dislocation potential in antiplane crustal deformation: physics-informed simultaneous solutions

Tomohisa Okazaki · Kazuro Hirahara · Naonori Ueda

10.1186/s40645-024-00654-7 5 citations

Open Access Journal Article Journal of Geophysical Research: Solid Earth Dec 01, 2023

Physics‐Informed Neural Networks for Fault Slip Monitoring: Simulation, Frictional Parameter Estimation, and Prediction on Slow Slip Events in a Spring‐Slider System

Rikuto Fukushima · Masayuki Kano · Kazuro Hirahara

10.1029/2023jb027384 19 citations

Open Access Journal Article Nature Communications Nov 19, 2022

Physics-informed deep learning approach for modeling crustal deformation

Tomohisa Okazaki · Takeo Ito · Kazuro Hirahara · Naonori Ueda

10.1038/s41467-022-34922-1 45 citations

Open Access Journal Article Applied Network Science Sep 25, 2021

Spatio-temporal clustering of earthquakes based on distribution of magnitudes

Yuki Yamagishi · Kazumi Saito · Kazuro Hirahara · Naonori Ueda

10.1007/s41109-021-00413-3 8 citations

Publication Timeline

2025

2024

2023

2022

2021

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