Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:40:30.683920Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:40:30.683920Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:19:46.404390Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T04:19:48.033901Z
77 of 77 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e0b2b898-c570-4ab3-a22d-c66da07a5095 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators lung monitoring
Reference 1
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.
Observation 996257f5-b41d-4549-83b3-f769b3fc56d8 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 2
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.
Observation cdfc7c46-4839-4bb5-a50d-dfcb5f7510c1 · outbound
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
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.
Observation 3ed57ac8-da82-4072-ba91-853a43530e46 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 4
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.
Observation c94f1a7e-bdc1-4e92-96be-29aecd14b73a · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Lung ultrasound training: curriculum implementation and learning trajectory among respiratory therapists
Reference 5
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.
Observation 23fbf4fb-8e1b-4930-80a0-0926e8a48fd4 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 6
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.
Observation 69de1555-c837-4cab-9fec-bc5be113d2d6 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Mullan, C
Reference 7
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.
Observation 5c322f84-f489-425e-aa2f-4713958b4141 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators S., Berry, C
Reference 8
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.
Observation d4082ae3-fdfc-4d20-b9fc-00dc22ecc139 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 9
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.
Observation d1e0643b-46e6-41a2-80ce-0bf7e36ca952 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Inchingolo, R
Reference 10
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.
Observation 626b0e15-d6e7-4f60-9cb5-ab9a946a63cc · outbound
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
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.
Observation 3dca60d1-051a-40c7-8632-52cef4aa96ae · outbound
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
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.
Observation 0a0aead0-f859-42a2-b218-99cbb667c3e5 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 13
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.
Observation a1bdc841-60f8-4c22-a431-f7fc3498a068 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G
Reference 14
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.
Observation 973ca180-585b-46b0-ad25-61fb1a47fa5d · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Lung ultrasound as a monitoring tool.Tuberculosis and Respiratory Diseases83, S12 (2020)
Reference 15
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.
Observation 2a13f8c5-02d3-4fcb-a91e-4e1dc5d8b935 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 16
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.
Observation facc9034-8a53-48e3-b2b6-755aeb41b1e6 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators International evidence-based recommendations for point-of-care lung ultrasound
Reference 17
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.
Observation bf522c7a-15a9-47ba-a92a-fb946bf324e1 · outbound
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
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.
Observation 550496c3-f314-4a93-a87a-d5fae032f603 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Akhbardeh, A
Reference 19
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.
Observation 83acb66f-3b1a-4831-9664-5e4d1681cbce · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 20
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.
Observation 054319c5-8331-49e8-8a56-23f17b5a6531 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1b8630a-7327-40ed-aeb2-19e6d854dd5b · outbound
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
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.
Observation f80a9c4b-9ac0-4c71-bb6e-80c477d021b5 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Demi, L
Reference 23
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.
Observation cdc23f8c-63e2-4be0-82d1-5e2bd60446c6 · outbound
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
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.
Observation ebc52571-2ca4-47b5-8150-9a522c8997bd · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators M., Tofts, R
Reference 25
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.
Observation ffa3d8d3-e3c4-4e68-ab6e-48a0730ba59c · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Automated lung ultrasound b-line assessment using a deep learning algorithm
Reference 26
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.
Observation 8ef4be2e-de16-4e53-9952-67a4efadb983 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Fourier Neural Operator for Parametric Partial Differential Equations
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6fadcd3-2ef7-4aa6-9ed9-dc0d5c378eb5 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76540347-1ea6-4e29-9713-e0d253f47b00 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Volpicelli, G
Reference 29
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.
Observation 1bc9afca-7f5e-4b67-a71f-956ec95571ac · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators F., Dahl, J., Rosenzweig, S
Reference 30
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.
Observation 0341457a-a5b1-4cc6-a030-4fa71d31dc13 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G
Reference 31
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.
Observation 72c6cdab-edcf-4a58-8f44-a536588bb5c0 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators E., Santibanez, F
Reference 32
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.
Observation c62a2bcb-abc8-4fd6-88f2-2f9ca60b51d0 · outbound
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
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.
Observation 9eb652b2-07b5-4406-99a8-9b4422daa939 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 34
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.
Observation 0ba97e54-8d0f-4985-af64-ecaa96004d08 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Hou, J
Reference 35
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.
Observation caa2793e-16ce-4877-b432-849686e067d9 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Operto, S
Reference 36
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.
Observation df39b737-0537-4a70-894e-9dc5b3f188b3 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Recent advances and challenges of waveform-based seismic location methods at multiple scales
Reference 37
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.
Observation 25afab20-bf0b-4cbf-a9a4-940a500ed849 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G
Reference 38
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.
Observation 82efd7ac-92cd-4e3a-ab3c-e3f2cfa08ded · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Trahey, G
Reference 39
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.
Observation 6302f95e-e001-4043-8f27-f28d8cd4ded9 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators J., Jakovljevic, M., Pinton, G
Reference 40
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.
Observation 3b2f0fd1-f909-4a26-a2e9-3cb5d7d910b3 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Tanter, M
Reference 41
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.
Observation e4da329b-1581-4adc-84c1-1552a79a398d · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators F., Aubry, J.-F
Reference 42
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.
Observation 4000f892-1fb5-4467-905f-8243e6311788 · outbound
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
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.
Observation 8ff4f9b3-e99c-48ba-ac27-e08e3df6590a · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Pinton, G
Reference 44
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.
Observation 1bbbb600-2f2c-4104-b8c0-89ab408e239a · outbound
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
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.
Observation 690a768c-e1e3-4d8f-944d-1c0ee7218c58 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Demi, L
Reference 46
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.
Observation 12f32132-94ac-4ed5-b775-83291612c9bd · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Demi, L
Reference 47
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.
Observation 5184034e-a25b-4306-bbdd-b787de133557 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 48
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.
Observation faade9b9-700b-4c1d-a536-d41b2d4c647f · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Lewy, H
Reference 49
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.
Observation 56342ffe-33b4-4b5f-973f-e5de0ff4f4e2 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Whitlock, D
Reference 50
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.
Observation 9f73104c-7ec4-495b-b689-6e7f64dee874 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Taniguchi, N
Reference 51
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.
Observation 333a0c68-e20b-4044-9900-c1e60c892233 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Ochs, M
Reference 52
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.
Observation ae6faba3-3add-4355-8187-4ffcf2022408 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Buchin, M
Reference 53
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.
Observation b3a05441-3ca0-409c-a10d-af3319cc2972 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Cloutier, G
Reference 54
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.
Observation 31ba6393-4fb9-4642-a0fa-15d30deb8106 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 55
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.
Observation b1a24faf-bd49-4f5f-9594-60ed7bffc519 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Yoo, Y
Reference 56
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.
Observation 5163b649-0c8d-4d5d-9575-cf12f192e859 · outbound
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
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.
Observation a2a93237-6936-4e82-b9a9-0c5b69ad1e21 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators a model for translational respiratory medicine
Reference 58
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.
Observation dd9b2c9d-7b63-4fb5-b82d-9ddb222b5f84 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 59
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.
Observation a1fb9bf0-0da0-4338-a5c0-6f76fb2bb214 · outbound
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
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.
Observation 5da7b2a5-7a28-4904-b284-86cd9a637b67 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators A., van Hooijdonk, E
Reference 61
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.
Observation 1d477555-00d7-4826-890a-104d437bd216 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Matthay, M
Reference 62
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.
Observation ad509212-fef6-4929-907b-045cfbeede75 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Weber, K
Reference 63
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.
Observation 530ef9fb-0cb0-42b0-a83d-28b97d620f80 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Huber, G
Reference 64
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.
Observation c4cad908-69df-49d6-a481-3988357a3802 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Brox, T
Reference 65
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.
Observation 65ffc99b-cb33-4c16-ba5c-d18f1dce24dd · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 66
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.
Observation a62a365c-ca4a-480b-8c0f-981a9963f721 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators M., Pittie, T., Chakraborty, S
Reference 67
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.
Observation 43a1bc57-a7df-4a6c-bc54-a39767e1964e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a2ba0a4-0981-4720-88d8-339dd8fb5905 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Chitnis, P
Reference 69
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.
Observation fc7af3c8-84c8-4a37-b226-fdfed9ae5ece · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Weinberger, K
Reference 70
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.
Observation 5678d45c-d399-4645-bc0d-2caf64ebea88 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
Reference 71
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.
Observation 9f5889e8-050a-49d2-9bc6-f996b5c4a549 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators & Swersky, K
Reference 72
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.
Observation f76833b6-47ca-416f-9ea9-741c31a63c59 · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Adam: A Method for Stochastic Optimization
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e49612e9-8614-46cf-9403-6656c7be0661 · outbound
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
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.
Observation 4539b758-d0de-4600-b4e2-b08a742b2bb1 · outbound
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
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.
Observation ab9d5182-676f-4dc6-a03c-88db47ece9bf · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators Unresolved cited work
Reference 76
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.
Observation 86ddc90f-44f3-4d54-8357-7807f140e53a · outbound
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators We set the aeration loss’s weightη = 0in Eqn
Reference 77
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.
Observation e1c1ae94-1c9c-43e5-80f0-c1c9e73bb884 · inbound
Principled Approaches for Extending Neural Architectures to Function Spaces for Operator Learning Ultrasound Lung Aeration Map via Physics-Aware Neural Operators
Reference 106
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.