An upper-crust lid over the Long Valley magma chamber

E Biondi, W Zhu, J Li, EF Williams, Z Zhan - Science Advances, 2023 - science.org
Geophysical characterization of calderas is fundamental in assessing their potential for
future catastrophic volcanic eruptions. The mechanism behind the unrest of Long Valley …

Geological structure guided well log interpolation for high-fidelity full waveform inversion

Y Chen, H Chen, K Xiang, X Chen - … to the Monthly Notices of the …, 2016 - academic.oup.com
Full waveform inversion (FWI) is a promising technique for inverting a high-resolution
subsurface velocity model. The success of FWI highly depends on a fairly well initial velocity …

A fast marching algorithm for the factored eikonal equation

E Treister, E Haber - Journal of Computational physics, 2016 - Elsevier
The eikonal equation is instrumental in many applications in several fields ranging from
computer vision to geoscience. This equation can be efficiently solved using the iterative …

Absolute acoustic impedance inversion using convolutional neural networks with transfer learning

S Liu, W Ni, W Fang, L Fu - Geophysics, 2023 - library.seg.org
Acoustic impedance (AI) is a key parameter frequently used for characterizing reservoirs in
the oil and gas industry. The absolute AI can be divided into background and high …

Velocity analysis using similarity-weighted semblance

Y Chen, T Liu, X Chen - Geophysics, 2015 - library.seg.org
Weighted semblance can be used for improving the performance of traditional semblance
for specific data sets. We have developed a novel approach for prestack velocity analysis …

Seismic traveltime simulation for variable velocity models using physics-informed Fourier neural operator

C Song, T Zhao, U Bin Waheed, C Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Seismic traveltime is critical information conveyed by seismic waves, widely used in various
geophysical applications. Conventionally, the simulation of seismic traveltime involves …

Automatic velocity analysis using high-resolution hyperbolic Radon transform

Y Chen - Geophysics, 2018 - library.seg.org
Velocity analysis is crucial in reflection seismic data processing and imaging. Velocity
picking is widely used in the industry for building the initial velocity model. When the size of …

An object-oriented optimization framework for large-scale inverse problems

E Biondi, G Barnier, RG Clapp, F Picetti… - Computers & Geosciences, 2021 - Elsevier
We present an object-oriented optimization framework that can be employed to solve small-
and large-scale problems based on the concept of vectors and operators. By using such a …

jInv--a flexible Julia package for PDE parameter estimation

L Ruthotto, E Treister, E Haber - SIAM Journal on Scientific Computing, 2017 - SIAM
Estimating parameters of partial differential equations (PDEs) from noisy and indirect
measurements often requires solving ill-posed inverse problems. These so-called parameter …

Fast methods for eikonal equations: an experimental survey

JV Gómez, D Álvarez, S Garrido, L Moreno - IEEE Access, 2019 - ieeexplore.ieee.org
Fast methods are very popular algorithms to compute time-of-arrival maps (distance maps
measured in time units) solving the Eikonal equation. Since fast marching was proposed in …