Pith. sign in

REVIEW 2 cited by

A fullwave model of the nonlinear wave equation with multiple relaxations and relaxing perfectly matched layers for high-order numerical finite-difference solutions

Not yet reviewed by Pith; the record is open.

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2106.11476 v2 pith:KJ3VROTR submitted 2021-06-22 physics.med-ph

A fullwave model of the nonlinear wave equation with multiple relaxations and relaxing perfectly matched layers for high-order numerical finite-difference solutions

classification physics.med-ph
keywords attenuationmultiplepropagationabsorbingc-pmlformulationfullwavehigh-order
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
0 comments
read the original abstract

Large-scale acoustic simulations underpin the development of ultrasound imaging and therapy, but modeling nonlinearity, frequency-dependent attenuation, and absorbing boundaries in heterogeneous tissue remains computationally demanding. We present Fullwave 2, a unified time-domain formulation with arbitrary power-law tissue attenuation and perfectly matched layers (PMLs) within a single framework suited to high-order finite difference solution. Attenuation and dispersion are encoded directly into complex coordinate-stretched spatial derivatives through multiple relaxation mechanisms. Because the same mechanism describes both interior tissue attenuation and the absorbing boundary, the convolutional PML (C-PML) becomes a special case of the domain-wide model and adds no extra computational burden. The formulation preserves the structure of the d'Alembertian operator, which allows high-order staggered-grid finite difference stencils optimized for long-distance propagation, and a two-stage C-PML with a transition region is introduced to ensure numerical stability in the presence of multiple relaxations. The domain-wide multiple relaxation model reproduces power-law attenuation with less than 5% attenuation error and 0.5% phase-velocity error over 1-20 MHz. The two-stage C-PML reaches reflection coefficients below -49 dB with a compact 4 lambda footprint. Nonlinear propagation is validated against a 1D Burgers solution, with agreement up to the 7^(th) harmonic. The framework is demonstrated on 2D abdominal wall imaging and 3D transcranial rat skull simulations, where it accurately captures complex scattering and aberration artifacts. Fullwave 2 unifies nonlinear propagation, arbitrary power-law attenuation, and absorbing boundaries in a single, computationally efficient time-domain formulation, providing an accurate and scalable wave propagation tool for medical ultrasound research.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Forward citations

Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

  1. A Wavefield Correlation Approach to Improve Sound Speed Estimation in Ultrasound Autofocusing

    physics.med-ph 2026-02 unverdicted novelty 6.0

    Wavefield correlation beamforming reduces sound speed estimation errors in ultrasound autofocusing compared to delay-and-sum, yielding improved resolution and contrast on simulated, phantom, and in vivo data.

  2. Spatially heterogeneous power-law attenuation with multiple relaxation mechanisms for ultrasound modeling

    physics.med-ph 2026-06 conditional novelty 5.0

    A new optimization-based calibration method allows accurate spatially varying power-law attenuation modeling in ultrasound wave simulations with mean errors below 3%.