Paper Citation Record · LEDGER

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography

As of 17 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 4 inbound Pith citation observations for arXiv:2507.15035.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.15035 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:47:33.008451Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:49:49.838201Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T22:39:01.241681Z

Reference resolution

32 of 32 outbound references displayed

verified exact2
verified fuzzy22
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0bb985a4-cce4-4c27-8482-7afd3107fbbb · outbound

This paper cites DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:37.802264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b6ff017a-c189-4071-a9b9-561fb8aed926 · outbound

This paper cites Neural Operator: Graph Kernel Network for Partial Differential Equations.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Neural Operator: Graph Kernel Network for Partial Differential Equations

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:30.385994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9225aa45-d3dd-43a3-b0d7-ea2585668174 · outbound

This paper cites Fourier neural operator for parametric partial differential equa- tions,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Fourier neural operator for parametric partial differential equa- tions,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:37.642463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b03f27d7-475c-444a-ac11-70e83d72f101 · outbound

This paper cites Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:37.468971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a706781f-df35-4b3a-96ed-0189e2b9d367 · outbound

This paper cites Pdebench: An extensive benchmark for scientific machine learning,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Pdebench: An extensive benchmark for scientific machine learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:37.301992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6b3abd36-b937-474d-a77b-d5d3f8e3cd8f · outbound

This paper cites Openfwi: Large-scale multi-structural benchmark datasets for full waveform inversion,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Openfwi: Large-scale multi-structural benchmark datasets for full waveform inversion,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:37.137750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 59f81b01-2683-41d9-a397-9f6909941d87 · outbound

This paper cites Wavebench: Benchmarking data-driven solvers for linear wave propagation pdes,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Wavebench: Benchmarking data-driven solvers for linear wave propagation pdes,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:36.968619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation de856de3-0d4c-434c-8cea-6c0b964c4080 · outbound

This paper cites Full-waveform inversion imaging of the human brain,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Full-waveform inversion imaging of the human brain,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:36.771973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7008cd9d-5600-4972-969d-4c7ba0655ce7 · outbound

This paper cites 3-d stochastic numerical breast phantoms for enabling virtual imaging trials of ultrasound com- puted tomography,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography 3-d stochastic numerical breast phantoms for enabling virtual imaging trials of ultrasound com- puted tomography,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:36.586301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 991c3001-9b0b-441c-af76-ed34af060852 · outbound

This paper cites Spatial response identification enables ro- bust experimental ultrasound computed tomography,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Spatial response identification enables ro- bust experimental ultrasound computed tomography,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:36.433663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cf000c77-713e-408b-ad26-2046b28fe3c0 · outbound

This paper cites Ultrasound computed tomography based on full waveform inversion with source directivity calibration,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Ultrasound computed tomography based on full waveform inversion with source directivity calibration,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:30.973840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d2b2c2-9251-4eb8-b22c-cb0f10706e36 · outbound

This paper cites Frequency-domain full-waveform inversion-based musculoskeletal ultrasound computed tomography,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Frequency-domain full-waveform inversion-based musculoskeletal ultrasound computed tomography,

Reference 12

Resolution: verified exact; doi, observed 2026-08-06T15:47:33.162038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 536c7207-d4f7-4e44-9594-42821047f8c7 · outbound

This paper cites Ultrasonic computed tomography based on full-waveform inversion for bone quan- titative imaging,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Ultrasonic computed tomography based on full-waveform inversion for bone quan- titative imaging,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:36.237311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 864d935f-12ea-4a82-a276-8060e6d0ecb3 · outbound

This paper cites Time domain reconstruction of sound speed and attenuation in ultrasound computed tomography using full wave inversion,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Time domain reconstruction of sound speed and attenuation in ultrasound computed tomography using full wave inversion,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:36.063493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e487ba22-4931-4bfe-be8e-61a052352c66 · outbound

This paper cites 2-d slicewise waveform inversion of sound speed and acoustic attenuation for ring array ultrasound tomography based on a block lu solver,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography 2-d slicewise waveform inversion of sound speed and acoustic attenuation for ring array ultrasound tomography based on a block lu solver,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:35.881647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b7787f4f-05fa-46ec-9bcd-3b2aa4f505d9 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography U-net: Convolutional networks for biomedical image segmentation,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:31.421855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653ca546-07ab-494b-a649-f5e0249df3bc · outbound

This paper cites U-FNO—an enhanced fourier neural operator-based deep-learning model for multiphase flow,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography U-FNO—an enhanced fourier neural operator-based deep-learning model for multiphase flow,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:35.684246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ca177669-8331-45c0-a21a-c9c67b7785f3 · outbound

This paper cites an unresolved cited work.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:31.511310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9350b54f-17de-40bd-aa70-152b2ab9775d · outbound

This paper cites Deep born operator learning for reflection tomographic imaging,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Deep born operator learning for reflection tomographic imaging,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:35.492598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e8c6dac1-3278-43f7-9321-004640db540a · outbound

This paper cites Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:31.806267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57b755ed-0649-4fb4-afa4-0ae86a1e05f5 · outbound

This paper cites MgNO: Efficient Parameterization of Linear Operators via Multigrid.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography MgNO: Efficient Parameterization of Linear Operators via Multigrid

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:31.929982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa019ff-83e0-4bd7-af90-8b70f8181283 · outbound

This paper cites InversionNet3d: Efficient and scalable learning for 3-d full-waveform inversion,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography InversionNet3d: Efficient and scalable learning for 3-d full-waveform inversion,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:35.272799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a33bd2c3-f9d1-4054-99fc-6f0bfb5ba2dd · outbound

This paper cites DeepM&mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography DeepM&mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:34.997396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f9150130-b4cb-4bb9-aa88-cab26737dbb2 · outbound

This paper cites DeepONet prediction of linear instability waves in high-speed boundary layers,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography DeepONet prediction of linear instability waves in high-speed boundary layers,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:34.704334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 25ad42c8-5708-482a-9bc5-2ee8445a3137 · outbound

This paper cites Operator learning for predicting multiscale bubble growth dynamics,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Operator learning for predicting multiscale bubble growth dynamics,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:34.476704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4d9b70f1-34c1-4d79-aba8-ed73828db111 · outbound

This paper cites Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:47:33.371084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 659d1292-5e1f-4004-b230-1e5f6417bb90 · outbound

This paper cites Neural inverse operators for solving pde inverse problems,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Neural inverse operators for solving pde inverse problems,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:34.215620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c68a1441-cd51-4acf-95ae-e08e99d08a8f · outbound

This paper cites Gradient-based learning applied to document recognition,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Gradient-based learning applied to document recognition,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:32.653283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0782e77-026e-462e-b348-849fead71fb5 · outbound

This paper cites 3-d stochastic numerical breast phantoms for enabling virtual imaging trials of ultrasound computed tomography,.

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:34.005414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ddf97e74-58db-46b2-9ffc-e0f7fc776144 · outbound

This paper cites A convergent born series for solving the inhomogeneous helmholtz equation in arbitrarily large media,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography A convergent born series for solving the inhomogeneous helmholtz equation in arbitrarily large media,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:33.770627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a469ad0a-b64e-4801-a03b-f7bd36aef6b1 · outbound

This paper cites Neural Born Series Operator for Biomedical Ultrasound Computed Tomography.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Neural Born Series Operator for Biomedical Ultrasound Computed Tomography

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:32.905523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de594fea-3ce9-48d4-a85a-91e729cb4d62 · outbound

This paper cites Approximate separability of the green’s function of the helmholtz equation in the high frequency limit,.

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography Approximate separability of the green’s function of the helmholtz equation in the high frequency limit,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:47:33.592624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 5c8e27bf-89dc-484f-a977-a31988e71ade · inbound

Self-composing neural operators for high-frequency and multiscale PDE surrogates cites this paper.

Self-composing neural operators for high-frequency and multiscale PDE surrogates OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T16:49:49.838201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f88030-8deb-4202-b841-bc1460388f63 · inbound

Starter-Iterator Neural Operator: A Unified Architecture for High-Fidelity Forward and Inverse PDE Problems cites this paper.

Starter-Iterator Neural Operator: A Unified Architecture for High-Fidelity Forward and Inverse PDE Problems OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:38:59.533400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2e84e82-2d16-448d-bacc-3c552a50b0be · inbound

McMg: A Learned Phase-Space Multi-channel Multigrid Preconditioner for Helmholtz Equation cites this paper.

McMg: A Learned Phase-Space Multi-channel Multigrid Preconditioner for Helmholtz Equation OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:57.822282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2409186a-293a-474c-a805-270eaf239be9 · inbound

McMg: A Learned Phase-Space Multi-channel Multigrid Preconditioner for Helmholtz Equation cites this paper.

McMg: A Learned Phase-Space Multi-channel Multigrid Preconditioner for Helmholtz Equation OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-07-03T22:39:01.243613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.