23 citations · 23 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2025
Fragment size density estimator for shrinkage-induced fracture based on a physics-informed neural network
Shin-ichi Ito
This paper presents a neural network (NN)-based solver for an integro-differential equation that models shrinkage-induced fragmentation. The proposed method directly maps input par…
physics.geo-ph2022★ 23 cited
Seismic Wavefield Reconstruction based on Compressed Sensing using Data-Driven Reduced-Order Model
Takayuki Nagata, Kumi Nakai, Keigo Yamada +5
A seismic wavefield reconstruction framework based on compressed sensing using the data-driven reduced-order model (ROM) is proposed and its characteristics are investigated throug…