Cover Image

HypoNet Nankai: Rapid hypocenter determination tool for the Nankai Trough subduction zone using physics-informed neural networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Agata, Ryoichiro, Baba, Satoru, Nakanishi, Ayako, Nakamura, Yasuyuki
Format:	Preprint
Published:	2024
Subjects:	Geophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination
by: Agata, Ryoichiro, et al.
Published: (2024)

Postseismicity of slow-slip doublets discerned on the outermost of the Nankai Trough subduction megathrust
by: Sato, Dye SK, et al.
Published: (2025)

Functional-prior-based approaches to Bayesian PDE-constrained inversion using physics-informed neural networks
by: Agata, Ryoichiro, et al.
Published: (2026)

Quantification of Uncertainty and Its Propagation in Seismic Velocity Structure and Earthquake Source Inversion
by: Agata, Ryoichiro
Published: (2024)

Three-dimensional crustal deformation analysis using physics-informed deep learning
by: Okazaki, Tomohisa, et al.
Published: (2025)

Cluster analysis of earthquake hypocenters in Azerbaijan and surrounding territories
by: Skurativskyi, Sergii, et al.
Published: (2025)

How geometry of subduction zones correlates with earthquake dynamics
by: Chau, Oscar Y. L., et al.
Published: (2026)

Microbial abundance and activity at IODP Site C0023, Nankai Trough subduction zone
by: Heuer, Verena B, et al.
Published: (2020)

Seismic structure of the southern Rivera plate and Jalisco block subduction zone
by: Nunez, D, et al.
Published: (2024)

GaborPINN: Efficient physics informed neural networks using multiplicative filtered networks
by: Huang, Xinquan, et al.
Published: (2023)

Simultaneous P‐ and S‐wave seismic traveltime tomography using physics‐informed neural networks
by: Chao Song, et al.
Published: (2025)

Photomicrographs of representative mineralogy from the Nankai subduction zone (Japan)
by: Cornard, Pauline, et al.
Published: (2024)

PINNPStomo: Simultaneous P- and S-wave seismic traveltime tomography using physics-informed neural networks with a new factored eikonal equation
by: Song, Chao, et al.
Published: (2024)

Microseismic source imaging using physics-informed neural networks with hard constraints
by: Huang, Xinquan, et al.
Published: (2023)

Towards physics-informed neural networks for landslide prediction
by: Dahal, Ashok, et al.
Published: (2024)

Seismic traveltime simulation for variable velocity models using physics-informed Fourier neural operator
by: Song, Chao, et al.
Published: (2023)

A systematic search for tectonic tremor and low-frequency earthquakes in the Atacama segment of the Chilean subduction zone (24$^\circ$S-31$^\circ$S) turns up empty
by: Münchmeyer, Jannes, et al.
Published: (2025)

Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neural network
by: Cheng, Shijun, et al.
Published: (2025)

Detrital zircon U/Pb ages from the Nankai subduction zone (Japan)
by: Cornard, Pauline, et al.
Published: (2024)

Shear strength of IODP Expedition 322 and 333 sediments approaching subduction in the Nankai Trough, Japan
by: Ikari, Matt J, et al.
Published: (2014)

An effective physics-informed neural operator framework for predicting wavefields
by: Ma, Xiao, et al.
Published: (2025)

Multiscale transform based seismic reflectivity inversion using convolutional neural network
by: Castagna, John, et al.
Published: (2025)

Characterising the Atacama segment of the Chile subduction margin (24°S-31°S) with >165,000 earthquakes
by: Münchmeyer, Jannes, et al.
Published: (2025)

DiffPINN: Generative diffusion-initialized physics-informed neural networks for accelerating seismic wavefield representation
by: Cheng, Shijun, et al.
Published: (2025)

Slope assisted Physics‐informed neural networks for seismic signal separation with applications on ground roll removal and interpolation
by: Francesco Brandolin, et al.
Published: (2025)

Quantifying the influence of fault geometry via mesh morphing with applications to earthquake dynamic rupture and thermal models of subduction
by: Hobson, Gabrielle M., et al.
Published: (2025)

Physics-informed waveform inversion using pretrained wavefield neural operators
by: Huang, Xinquan, et al.
Published: (2025)

Near offset reconstruction for marine seismic data using a convolutional neural network
by: Owen Rohwer Huff, et al.
Published: (2024)

Laboratory friction measurements of Nankai Trough basalts
by: Ikari, Matt J, et al.
Published: (2020)

Velocity-dependent measurements of Nankai Trough basalts
by: Ikari, Matt J, et al.
Published: (2020)

Geophysics-informed neural network for model-based seismic inversion using surrogate point spread functions
by: Saraiva, Marcus, et al.
Published: (2025)

Meta-PINN: Meta learning for improved neural network wavefield solutions
by: Cheng, Shijun, et al.
Published: (2024)

Anisotropic induced polarization modeling with neural networks and effective medium theory
by: Bérubé, Charles L., et al.
Published: (2024)

Earthquake magnitudes depend on seismic history, as revealed by a neural network analysis
by: Berman, Neri, et al.
Published: (2024)

Seismic wavefield solutions via physics-guided generative neural operator
by: Cheng, Shijun, et al.
Published: (2025)

Rapid Bayesian Seismic Tomography using Graph Mixture Density Networks
by: Zhang, Xin, et al.
Published: (2024)

Seismic inversion using hybrid quantum neural networks
by: Vashisth, Divakar, et al.
Published: (2025)

Real-time Bayesian inference at extreme scale: A digital twin for tsunami early warning applied to the Cascadia subduction zone
by: Henneking, Stefan, et al.
Published: (2025)

Learned frequency-domain scattered wavefield solutions using neural operators
by: Huang, Xinquan, et al.
Published: (2024)

Hydrogen site-dependent physical properties of hydrous magnesium silicates: implications for water storage and transport in the mantle transition zone
by: Wang, Zifan, et al.
Published: (2025)