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Paper Citation Record · LEDGER

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators

As of 11 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 1 inbound Pith citation observation for arXiv:2501.01157.

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

pith.paper-citation-record.v1
2501.01157 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:40:30.683920Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:19:46.404390Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:19:48.033901Z

Reference resolution

77 of 77 outbound references displayed

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  • verified fuzzy59
  • unresolved18
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0b2b898-c570-4ab3-a22d-c66da07a5095 · outbound

This paper cites lung monitoring.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators lung monitoring

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 996257f5-b41d-4549-83b3-f769b3fc56d8 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation cdfc7c46-4839-4bb5-a50d-dfcb5f7510c1 · outbound

This paper cites Ultrasound mapping of lung changes in idiopathic pulmonary fibrosis.The Clinical Respiratory Journal14, 54–63 (2020).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Ultrasound mapping of lung changes in idiopathic pulmonary fibrosis.The Clinical Respiratory Journal14, 54–63 (2020)

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 3ed57ac8-da82-4072-ba91-853a43530e46 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 4

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raw_fallback, observed 2026-08-10T22:40:31.588992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation c94f1a7e-bdc1-4e92-96be-29aecd14b73a · outbound

This paper cites Lung ultrasound training: curriculum implementation and learning trajectory among respiratory therapists.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Lung ultrasound training: curriculum implementation and learning trajectory among respiratory therapists

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 23fbf4fb-8e1b-4930-80a0-0926e8a48fd4 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 6

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raw_fallback, observed 2026-08-10T22:40:31.566266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 69de1555-c837-4cab-9fec-bc5be113d2d6 · outbound

This paper cites & Mullan, C.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Mullan, C

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 5c322f84-f489-425e-aa2f-4713958b4141 · outbound

This paper cites S., Berry, C.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators S., Berry, C

Reference 8

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raw_fallback, observed 2026-08-10T22:40:31.544020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.401208Z digest=sha256:5723f3cacf4d885c5218f3659e43b28e514570f47375decd53dbad81a92068a6

Observation d4082ae3-fdfc-4d20-b9fc-00dc22ecc139 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 9

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raw_fallback, observed 2026-08-10T22:40:31.532339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.405102Z digest=sha256:ebf766932070c9d842219e72ce27ae15c14ee46439491829b4985aa324e2e3e2

Observation d1e0643b-46e6-41a2-80ce-0bf7e36ca952 · outbound

This paper cites & Inchingolo, R.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Inchingolo, R

Reference 10

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raw_fallback, observed 2026-08-10T22:40:31.520074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 626b0e15-d6e7-4f60-9cb5-ab9a946a63cc · outbound

This paper cites Sources of variability in the detection of b-lines, using lung ultrasound.Ultrasound in medicine & biology44, 1212–1216 (2018).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Sources of variability in the detection of b-lines, using lung ultrasound.Ultrasound in medicine & biology44, 1212–1216 (2018)

Reference 11

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raw_fallback, observed 2026-08-10T22:40:31.508013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 3dca60d1-051a-40c7-8632-52cef4aa96ae · outbound

This paper cites Effect of different probes and expertise on the interpretation reliability of point-of-care lung ultrasound.Chest 157, 924–931 (2020).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Effect of different probes and expertise on the interpretation reliability of point-of-care lung ultrasound.Chest 157, 924–931 (2020)

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 0a0aead0-f859-42a2-b218-99cbb667c3e5 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 13

Resolution
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raw_fallback, observed 2026-08-10T22:40:31.482405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.423679Z digest=sha256:1025a2327d68f6bbbdddfdfaca9ac125427f088d419d4d55aa8d019cb32b2514

Observation a1bdc841-60f8-4c22-a431-f7fc3498a068 · outbound

This paper cites & Pinton, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.470458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.427632Z digest=sha256:fdba070121e4fef8cdb4e8ceaee432ca234688fe4d8deb4ee3972b5ea511720a

Observation 973ca180-585b-46b0-ad25-61fb1a47fa5d · outbound

This paper cites Lung ultrasound as a monitoring tool.Tuberculosis and Respiratory Diseases83, S12 (2020).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Lung ultrasound as a monitoring tool.Tuberculosis and Respiratory Diseases83, S12 (2020)

Reference 15

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raw_fallback, observed 2026-08-10T22:40:31.459074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2a13f8c5-02d3-4fcb-a91e-4e1dc5d8b935 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 16

Resolution
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raw_fallback, observed 2026-08-10T22:40:31.446751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.435023Z digest=sha256:f843ab4898b599abbe23340d8f4ba1c25628984be1f1c0c9c45ed0379dc5cbe9

Observation facc9034-8a53-48e3-b2b6-755aeb41b1e6 · outbound

This paper cites International evidence-based recommendations for point-of-care lung ultrasound.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators International evidence-based recommendations for point-of-care lung ultrasound

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.438688Z digest=sha256:5d3f882e8d65fe840e38280c1ad3a8e827d7cc9db7cdd042ed6f6ddf2a95ed8c

Observation bf522c7a-15a9-47ba-a92a-fb946bf324e1 · outbound

This paper cites Automatic detection of a-line in lung ultrasound images using deep learning and image processing.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Automatic detection of a-line in lung ultrasound images using deep learning and image processing

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 550496c3-f314-4a93-a87a-d5fae032f603 · outbound

This paper cites & Akhbardeh, A.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Akhbardeh, A

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 83acb66f-3b1a-4831-9664-5e4d1681cbce · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 20

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unresolved
raw_fallback, observed 2026-08-10T22:40:31.399766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 054319c5-8331-49e8-8a56-23f17b5a6531 · outbound

This paper cites POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)

Reference 21

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no resolver link, observed 2026-08-10T22:40:30.454383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:40:30.454383Z digest=sha256:cc026ae24988989ff7890e087416cac8e6ce0a36707b5726147775364530bd16

Observation d1b8630a-7327-40ed-aeb2-19e6d854dd5b · outbound

This paper cites Deep learning for classification and localization of covid-19 markers in point-of-care lung ultrasound.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Deep learning for classification and localization of covid-19 markers in point-of-care lung ultrasound

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.388003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation f80a9c4b-9ac0-4c71-bb6e-80c477d021b5 · outbound

This paper cites & Demi, L.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Demi, L

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.376059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.462207Z digest=sha256:3688111537af9c790a56a6152b0784462afd3bae9803c27083d44f820eb4a490

Observation cdc23f8c-63e2-4be0-82d1-5e2bd60446c6 · outbound

This paper cites Generalizability and diagnostic performance of ai models for thyroid us.Radiology 307, e221157 (2023).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Generalizability and diagnostic performance of ai models for thyroid us.Radiology 307, e221157 (2023)

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.364318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation ebc52571-2ca4-47b5-8150-9a522c8997bd · outbound

This paper cites M., Tofts, R.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators M., Tofts, R

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.353244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.469260Z digest=sha256:c891624f55c0b3ec1ae00575eed9f934a33250e38507e2d9f5564cf53cfdbe9c

Observation ffa3d8d3-e3c4-4e68-ab6e-48a0730ba59c · outbound

This paper cites Automated lung ultrasound b-line assessment using a deep learning algorithm.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Automated lung ultrasound b-line assessment using a deep learning algorithm

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.341842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.472502Z digest=sha256:c108164d2b6fafdee5419b3bd3e482c13dae5459521bbf24463e1647bb327a63

Observation 8ef4be2e-de16-4e53-9952-67a4efadb983 · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Fourier Neural Operator for Parametric Partial Differential Equations

Reference 27

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no resolver link, observed 2026-08-10T22:40:30.476207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:40:30.476207Z digest=sha256:35510162e4c52630ad75ff79c81293589651834c5c2c1a1cacc722c1245e31a9

Observation d6fadcd3-2ef7-4aa6-9ed9-dc0d5c378eb5 · outbound

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

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators A fullwave model of the nonlinear wave equation with multiple relaxations and relaxing perfectly matched layers for high-order numerical finite-difference solutions

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T22:40:30.480413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:40:30.480413Z digest=sha256:a12716fcfbaf4dc6777ed557f6ca22f8a3547aa3ebade4c37c866d077cdfb23b

Observation 76540347-1ea6-4e29-9713-e0d253f47b00 · outbound

This paper cites & Volpicelli, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Volpicelli, G

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.329956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 1bc9afca-7f5e-4b67-a71f-956ec95571ac · outbound

This paper cites F., Dahl, J., Rosenzweig, S.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators F., Dahl, J., Rosenzweig, S

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.318765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.489773Z digest=sha256:4d160d94feb323a694495ff70a28dad468155b3895aa99a51547a0e04fb51c81

Observation 0341457a-a5b1-4cc6-a030-4fa71d31dc13 · outbound

This paper cites & Pinton, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.307332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.493920Z digest=sha256:9c8706ea3b0f11ef5d1419b6f794517682a8318dda7cb1a432871ab629543dd2

Observation 72c6cdab-edcf-4a58-8f44-a536588bb5c0 · outbound

This paper cites E., Santibanez, F.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators E., Santibanez, F

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.295171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.497565Z digest=sha256:455cc4fc5d1bfacd77dd92795e6e60bde8af11cc316e7af31a2a6daefa3c1e76

Observation c62a2bcb-abc8-4fd6-88f2-2f9ca60b51d0 · outbound

This paper cites Attenuation, scattering and absorption of ultrasound in the skull bone.Medical Physics 455–467 (2011).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Attenuation, scattering and absorption of ultrasound in the skull bone.Medical Physics 455–467 (2011)

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.284374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.501357Z digest=sha256:52e519e3429373cf8ccc77dd857e61182eb108eff5873dcfc0c85e4804d73f92

Observation 9eb652b2-07b5-4406-99a8-9b4422daa939 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-10T22:40:31.273537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.504885Z digest=sha256:98ddb038204b751c451009a91f382855209c746ccc8868903fb27a5458054f24

Observation 0ba97e54-8d0f-4985-af64-ecaa96004d08 · outbound

This paper cites & Hou, J.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Hou, J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.262039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.508357Z digest=sha256:f26715545aa0bc640884b80861459308072d1e33ff53022aeb0ee66dbbd991fd

Observation caa2793e-16ce-4877-b432-849686e067d9 · outbound

This paper cites & Operto, S.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Operto, S

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.250085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.512161Z digest=sha256:839aed83dd0ce79b7008eb65e1d8e9571563f69b1afa7d74d821da41ea84e741

Observation df39b737-0537-4a70-894e-9dc5b3f188b3 · outbound

This paper cites Recent advances and challenges of waveform-based seismic location methods at multiple scales.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Recent advances and challenges of waveform-based seismic location methods at multiple scales

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.236290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.515883Z digest=sha256:7d0d1ce5adca6c448351f5a31e930c9f471a1f94da4f903652d006a78e6af4ca

Observation 25afab20-bf0b-4cbf-a9a4-940a500ed849 · outbound

This paper cites & Pinton, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.224154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.520011Z digest=sha256:203944b86bc816f24d01e63744e1f1b65a352368eb856445cb70484be519ff48

Observation 82efd7ac-92cd-4e3a-ab3c-e3f2cfa08ded · outbound

This paper cites & Trahey, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Trahey, G

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.212701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.523749Z digest=sha256:fb70f59b4db175c216aded2ceb7fc4d9f98593cde8974e36715a41277ba445b6

Observation 6302f95e-e001-4043-8f27-f28d8cd4ded9 · outbound

This paper cites J., Jakovljevic, M., Pinton, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators J., Jakovljevic, M., Pinton, G

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.201413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.527479Z digest=sha256:6580c229b121137a4b62ef744971ecc38bf8c784a7d40c2ad5a5b82adc754074

Observation 3b2f0fd1-f909-4a26-a2e9-3cb5d7d910b3 · outbound

This paper cites & Tanter, M.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Tanter, M

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.188724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.531166Z digest=sha256:01bfb888c881de7b22080e52ce7834a633066f8c7f5b61666a946543e82d19da

Observation e4da329b-1581-4adc-84c1-1552a79a398d · outbound

This paper cites F., Aubry, J.-F.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators F., Aubry, J.-F

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.178012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.535070Z digest=sha256:651a48f69e64d90446e9f3ca699667fa913faedb587a6303ed350028a99b4275

Observation 4000f892-1fb5-4467-905f-8243e6311788 · outbound

This paper cites Shear shock wave injury in vivo: High frame-rate ultrasound observation and histological assessment.Journal of biomechanics166, 112021 (2024).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Shear shock wave injury in vivo: High frame-rate ultrasound observation and histological assessment.Journal of biomechanics166, 112021 (2024)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.166679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.538932Z digest=sha256:936d06262fb479f7deda55642c2c44d914dae684fc339850c4c6618190799c10

Observation 8ff4f9b3-e99c-48ba-ac27-e08e3df6590a · outbound

This paper cites & Pinton, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.154632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.543007Z digest=sha256:2fb07aa824960d0e8b0d582875e0058cab96c46d6dfc2b7954d660c5d6978453

Observation 1bbbb600-2f2c-4104-b8c0-89ab408e239a · outbound

This paper cites Lung ultrasound in critical care and emergency medicine: Clinical review.Advances in Respiratory Medicine91, 203–223 (2023).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Lung ultrasound in critical care and emergency medicine: Clinical review.Advances in Respiratory Medicine91, 203–223 (2023)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.143197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.546723Z digest=sha256:6099cd4d1ffef91a307b00e91b87fa26890e295a1904c05cbd9b62183dabe716

Observation 690a768c-e1e3-4d8f-944d-1c0ee7218c58 · outbound

This paper cites & Demi, L.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Demi, L

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.131106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.550608Z digest=sha256:2efa5ca58e7d719871aa88c4719eab7e6bfa73a997a7bdd4423bf5cacac0c90e

Observation 12f32132-94ac-4ed5-b775-83291612c9bd · outbound

This paper cites & Demi, L.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Demi, L

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.119054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.556140Z digest=sha256:664c59bac668218b16d50e49e5e39fdc4c3b37b23ad50ce5f350e8af8318c03a

Observation 5184034e-a25b-4306-bbdd-b787de133557 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:40:31.107872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.560168Z digest=sha256:2169638b94bba602339e221cc644412a6064e17e2ee43bea2736e52f870b93e1

Observation faade9b9-700b-4c1d-a536-d41b2d4c647f · outbound

This paper cites & Lewy, H.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Lewy, H

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.095710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.563914Z digest=sha256:28b9b165b308eb2f571bb62f60dae2840a0247706e72d665a908f001a50ff14f

Observation 56342ffe-33b4-4b5f-973f-e5de0ff4f4e2 · outbound

This paper cites & Whitlock, D.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Whitlock, D

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.083771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.568005Z digest=sha256:06a4399a568241ac7ed2782c0b4db46ae53777d6bb7221a8832ed9cf4a2d299f

Observation 9f73104c-7ec4-495b-b689-6e7f64dee874 · outbound

This paper cites & Taniguchi, N.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Taniguchi, N

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.071464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.572539Z digest=sha256:ddf86f72af589cd7844c9a9df7e5ba9302445b8fde70de0dedd79d78c8c115ea

Observation 333a0c68-e20b-4044-9900-c1e60c892233 · outbound

This paper cites & Ochs, M.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Ochs, M

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.059175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.576808Z digest=sha256:36e7272e898513d7b31a636504257d09ba1bb62d4158f124cd9c8f21f717eebd

Observation ae6faba3-3add-4355-8187-4ffcf2022408 · outbound

This paper cites & Buchin, M.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Buchin, M

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.047705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.581180Z digest=sha256:f559e9cc7fc7eaebaedf38f6dd689f84e1a293cab9045738029e38c060cc615a

Observation b3a05441-3ca0-409c-a10d-af3319cc2972 · outbound

This paper cites & Cloutier, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Cloutier, G

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.035890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.585114Z digest=sha256:9505380b26f23e8241e394c79525cec40e9ad118b38f96d617f962e0c04da14a

Observation 31ba6393-4fb9-4642-a0fa-15d30deb8106 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:40:31.024728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.589752Z digest=sha256:492283ae34217d51a6faef893f0eaefceea03382782e547023d97669af9d4b24

Observation b1a24faf-bd49-4f5f-9594-60ed7bffc519 · outbound

This paper cites & Yoo, Y.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Yoo, Y

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:31.011454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.593923Z digest=sha256:1768940516970d0e5762d005e503d02505434d0d16f7e7ed33ce8d5a2e5d6afc

Observation 5163b649-0c8d-4d5d-9575-cf12f192e859 · outbound

This paper cites Texture analysis on ultrasound: The effect of time gain compensation on histogram metrics and gray-level matrices.J Med Phys45, 249–255 (1920).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Texture analysis on ultrasound: The effect of time gain compensation on histogram metrics and gray-level matrices.J Med Phys45, 249–255 (1920)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.998748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.601282Z digest=sha256:6c5e703ff00a1246181da993d1b65988f6759a605dc29328c228a3bfa2caa942

Observation a2a93237-6936-4e82-b9a9-0c5b69ad1e21 · outbound

This paper cites a model for translational respiratory medicine.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators a model for translational respiratory medicine

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.986264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.606036Z digest=sha256:eb8a93694ceec4215615f6683ac2708bd2ed40b890bbfcab4d9c95a0ebeb7902

Observation dd9b2c9d-7b63-4fb5-b82d-9ddb222b5f84 · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:40:30.974573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.610267Z digest=sha256:d9fab7f5b3515a2737d66b2948e95f9e23415ce371fc37ea5abcacc24d2e0476

Observation a1fb9bf0-0da0-4338-a5c0-6f76fb2bb214 · outbound

This paper cites The alveolar surface network: a new anatomy and its physiological significance.The Anatomical record251, 491–527 (1998).

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators The alveolar surface network: a new anatomy and its physiological significance.The Anatomical record251, 491–527 (1998)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.962591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.615144Z digest=sha256:68f14eadd05d67a4aab0f31a8d1b922ac01c93e17fa1f5a278439552e581a345

Observation 5da7b2a5-7a28-4904-b284-86cd9a637b67 · outbound

This paper cites A., van Hooijdonk, E.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators A., van Hooijdonk, E

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.948982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.618968Z digest=sha256:d2af30ea91f70178ed8ec893f7db509f733ea73526742426be0c63958cecb4ee

Observation 1d477555-00d7-4826-890a-104d437bd216 · outbound

This paper cites & Matthay, M.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Matthay, M

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.935800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.623095Z digest=sha256:e52bd8af3132952ca2361c8e9d33981012b05daa7428933d258c296e30856474

Observation ad509212-fef6-4929-907b-045cfbeede75 · outbound

This paper cites & Weber, K.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Weber, K

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.923832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.627112Z digest=sha256:96040464ee9fb3fe1e202fd4db5f435efb0560ad14ba6d8c5571a6713302ba4c

Observation 530ef9fb-0cb0-42b0-a83d-28b97d620f80 · outbound

This paper cites & Huber, G.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Huber, G

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.910974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.630772Z digest=sha256:924030e24c545032c9e1cfd545cdcda7366b2c5fa6c477f0625a594f12acfa7d

Observation c4cad908-69df-49d6-a481-3988357a3802 · outbound

This paper cites & Brox, T.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Brox, T

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.898958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.634592Z digest=sha256:1c9bdb82507328ad16da74db7325235f77f941f8de692de7bb515e54eb811d93

Observation 65ffc99b-cb33-4c16-ba5c-d18f1dce24dd · outbound

This paper cites an unresolved cited work.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:40:30.887358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.638571Z digest=sha256:2bd5553e0eadc40e523eceed574b34ec1f38535edc3c2f7b0a942f068758eaa9

Observation a62a365c-ca4a-480b-8c0f-981a9963f721 · outbound

This paper cites M., Pittie, T., Chakraborty, S.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators M., Pittie, T., Chakraborty, S

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.876059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.642554Z digest=sha256:589045cd68328820c0ad5af4d9ba42a24e8c2665b37b5101619cbbbd8fd09c04

Observation 43a1bc57-a7df-4a6c-bc54-a39767e1964e · outbound

This paper cites FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-10T22:40:30.646619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:40:30.646619Z digest=sha256:f00c93ddf24ed20ed634da109271c7183e3e452cdad2f0b64a7c773a88e2ca0c

Observation 0a2ba0a4-0981-4720-88d8-339dd8fb5905 · outbound

This paper cites & Chitnis, P.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Chitnis, P

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.864893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.651599Z digest=sha256:7a2de299db270e985f1992c72b66c5262458810887835a4d3bb7dc1a454c13ff

Observation fc7af3c8-84c8-4a37-b226-fdfed9ae5ece · outbound

This paper cites & Weinberger, K.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Weinberger, K

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.853961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.655211Z digest=sha256:6da79d1d1db391e7f92c642566fc9774370c9f910667f1f5f3e48b6975412c7a

Observation 5678d45c-d399-4645-bc0d-2caf64ebea88 · outbound

This paper cites Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:40:30.842364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:40:30.658857Z digest=sha256:524aceecd1bd1768bdb263bdc853cac2675c2f17d8bb3b016101d350f8cdba32

Observation 9f5889e8-050a-49d2-9bc6-f996b5c4a549 · outbound

This paper cites & Swersky, K.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Swersky, K

Reference 72

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This paper cites Adam: A Method for Stochastic Optimization.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Adam: A Method for Stochastic Optimization

Reference 73

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This paper cites As discussed in Section 4.3 of the main paper, temporal masking strengthens the invariance ofLuna to temporal delay.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators As discussed in Section 4.3 of the main paper, temporal masking strengthens the invariance ofLuna to temporal delay

Reference 74

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This paper cites As discussed in Section 4.3 of the main paper, spatial masking improves Luna’s ability to learn lateral correspondence.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators As discussed in Section 4.3 of the main paper, spatial masking improves Luna’s ability to learn lateral correspondence

Reference 75

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Observation ab9d5182-676f-4dc6-a03c-88db47ece9bf · outbound

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Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work

Reference 76

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Observation 86ddc90f-44f3-4d54-8357-7807f140e53a · outbound

This paper cites We set the aeration loss’s weightη = 0in Eqn.

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators We set the aeration loss’s weightη = 0in Eqn

Reference 77

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Pith citing papers

Observation e1c1ae94-1c9c-43e5-80f0-c1c9e73bb884 · inbound

Principled Approaches for Extending Neural Architectures to Function Spaces for Operator Learning cites this paper.

Principled Approaches for Extending Neural Architectures to Function Spaces for Operator Learning Ultrasound Lung Aeration Map via Physics-Aware Neural Operators

Reference 106

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