Pith. sign in

Paper Citation Record · LEDGER

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2607.02545.

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

pith.paper-citation-record.v1
2607.02545 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T12:11:13.605094Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

  • verified exact31
  • verified fuzzy0
  • unresolved10
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 31c9408d-2366-4d16-9076-8ec12166b0c8 · outbound

This paper cites The need for multi-sensor data fusion in structural health monitoring of composite aircraft structures.Aerospace2022;9(4):183.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring The need for multi-sensor data fusion in structural health monitoring of composite aircraft structures.Aerospace2022;9(4):183

Reference 1

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.128553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:95be3a1f92d5b7e64374aaed9f47ab2bab311dc58f6a2d2f700e1a254ab5680e

Observation fd5df6f8-067a-4d66-9ab5-f1e5e23c71d7 · outbound

This paper cites an unresolved cited work.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.138378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:e1a56bfeeb380948f193c3204bc12d1e6b47ac02c71435309f36322f95a6202b

Observation 1c120081-546c-4605-bfcd-60c4a7594606 · outbound

This paper cites Health monitoring of FRP using acoustic emission and artificial neural networks.Computers & Structures2008;86(3):367–373.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Health monitoring of FRP using acoustic emission and artificial neural networks.Computers & Structures2008;86(3):367–373

Reference 3

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.101781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:3812146c204982e0a7390d05ef5fdc5de6cff51b41a704f8f8d2bf47e32c45d6

Observation 3ee54817-e819-4412-8b31-9e448a64f3b6 · outbound

This paper cites 3 - materials and material requirements for aerospace structures and engines.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring 3 - materials and material requirements for aerospace structures and engines

Reference 4

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.326100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:b5feec5ef392d9ec26974eba0619b73a26a6ede24d674ceccb84f1cb572f4e0e

Observation 85145b94-b15a-487b-bd9d-4dd16e47c500 · outbound

This paper cites Sensing Techniques for Structural Health Monitoring: A State-of-the-Art Review on Performance Criteria and New-Generation Technologies.Sensors2025;25(5):1424.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Sensing Techniques for Structural Health Monitoring: A State-of-the-Art Review on Performance Criteria and New-Generation Technologies.Sensors2025;25(5):1424

Reference 5

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.228432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:0a71b0706a283c99cf56342d7c4df8c84bb81933f1fa2c747475566717dd89c3

Observation 5932905b-f010-41ca-9396-18518bcd6c53 · outbound

This paper cites Deep generative models in condition and structural health monitoring: Opportunities, limi- tations and future outlook.Mechanical Systems and Signal Processing2026;253:114277.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Deep generative models in condition and structural health monitoring: Opportunities, limi- tations and future outlook.Mechanical Systems and Signal Processing2026;253:114277

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.113346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:c9c5b099f9e7e020a734bb7b310916906c2c6e01a9493d0eabf7c5b8231b8e57

Observation b36d8ad6-5868-4074-93e7-ed31b206620a · outbound

This paper cites an unresolved cited work.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:289dcb565feede95c6e4613d41a31339fe12661da375f92627e6c775b0a088ba

Observation 7f0dafcd-598a-4c3a-adce-02de5f574880 · outbound

This paper cites Bayesian waveform inversion for structural parameter estimation using narrow spectral characteristics of guided waves.Mechanical Systems and Signal Processing2026;244:113827.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Bayesian waveform inversion for structural parameter estimation using narrow spectral characteristics of guided waves.Mechanical Systems and Signal Processing2026;244:113827

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.169853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:60a8f2ba67c3d7844df65d8d8de45eab0d7ad9daa29092b2779dd6ea7580277f

Observation bc2b25df-a782-4611-8015-71c5ab23e01e · outbound

This paper cites an unresolved cited work.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Unresolved cited work

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.138380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:a77edfde98f205cb332efe56b25805b83288f832024b6399dab72aa2752bc8b3

Observation 24f87a65-72cc-4223-a946-2bc80836d338 · outbound

This paper cites Acoustic emission monitoring for damage diagnosis in composite laminates based on deep learning with attention mechanism.Mechanical Systems and Signal Processing 2025;222:111770.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Acoustic emission monitoring for damage diagnosis in composite laminates based on deep learning with attention mechanism.Mechanical Systems and Signal Processing 2025;222:111770

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.303625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:8fd1c3b8b4efcee888eea32d6ad2ae1503abcb9de1bf5c555ffa896c5164b388

Observation f146a03d-916d-484b-b3b9-6f135a5bdb40 · outbound

This paper cites Embedding eddy current sensors into LPBF components for structural health monitoring.Progress in Additive Manu- facturing2021;6(3):445–453.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Embedding eddy current sensors into LPBF components for structural health monitoring.Progress in Additive Manu- facturing2021;6(3):445–453

Reference 14

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.319925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:81dad92312a158a1714e9e0a02ddb3afe4821b13002571d9366b10d325d040b5

Observation 13e97bef-5a15-434b-9765-658471d02b75 · outbound

This paper cites Estimating ultrasonic time of flight using envelope and quasi maximum likelihood method for damage detection and assessment.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Estimating ultrasonic time of flight using envelope and quasi maximum likelihood method for damage detection and assessment

Reference 15

Resolution
malformed identifier
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:dc0aa9c502b94750a8fb8388adf1b1e2541e434ee041b5cfb1ebba0eaeac96aa

Observation b0f24616-c7ab-470c-9f15-eec5659a8196 · outbound

This paper cites Damage localization method for plates based on the time reversal of the mode-converted Lamb waves.Ultrasonics2019;91:19–29.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Damage localization method for plates based on the time reversal of the mode-converted Lamb waves.Ultrasonics2019;91:19–29

Reference 16

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.079750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:154eb1a128ed2a20ba8dd2350257100eaaacc7570c84c2bda742b4a792374935

Observation b40ca15b-2ff3-4e80-a8b8-c1422ebc3e38 · outbound

This paper cites Guided wave phased array beamforming and imaging in composite plates.Ultrasonics2016;68:43–53.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Guided wave phased array beamforming and imaging in composite plates.Ultrasonics2016;68:43–53

Reference 17

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.240309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:cd5c7bde9f677880ae000ecdc576547423af5f9752f5127df3d7e344f9505205

Observation 35cb228e-705d-4b5b-b1c9-f58e28869016 · outbound

This paper cites an unresolved cited work.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Unresolved cited work

Reference 18

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.177845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:6da64a313481a11754c765e275842d662523fccea9dfa3f49fa8cf383d87cf6d

Observation 01e201f2-c163-4905-8137-464c57944cb4 · outbound

This paper cites Optical fiber Bragg grating (FBG)-based strain sensor embedded in different 3D-printed materials: A comparison of performance.Measurement2024;225:114060.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Optical fiber Bragg grating (FBG)-based strain sensor embedded in different 3D-printed materials: A comparison of performance.Measurement2024;225:114060

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.118371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:e2a3911c78cefeec1fddc8d02c4577e1283b6b7b50ebebd48d469f691a412774

Observation 4a22f1e9-5559-4ce7-9706-9c8794af4b19 · outbound

This paper cites Structural Health Monitoring of Civil Infrastructure Using Optical Fiber Sensing Technology: A Comprehensive Review.The Scientific World Journal2014;2014(1):652329.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Structural Health Monitoring of Civil Infrastructure Using Optical Fiber Sensing Technology: A Comprehensive Review.The Scientific World Journal2014;2014(1):652329

Reference 20

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.151675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:21cda66c0dd0cd4c5565923b6585ce21d36d1db1a1995117e6e4fe9d1e65e539

Observation 2edcf367-eeef-4f75-b997-966037f34b6e · outbound

This paper cites Properties of optical fibres and fbg sensors and strain monitoring of composite aircraft structure.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Properties of optical fibres and fbg sensors and strain monitoring of composite aircraft structure

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:03c87906cf639ea1f3117d45e9b4b7a05de6a231f770df23567a52806ed3ad83

Observation b1059ba3-ca45-4f22-b3ba-033318bae0c7 · outbound

This paper cites Damage de- tection in Aerospace structures using Chirped fiber Bragg grating.Materials Today: Proceedings2022;64:632–636.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Damage de- tection in Aerospace structures using Chirped fiber Bragg grating.Materials Today: Proceedings2022;64:632–636

Reference 22

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.169841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:97e30c8d43b080fbdd9e36afad220a8187cb1804966583db1e973ad1a4fa5f45

Observation aa2df1d4-d49a-4300-be15-488fbe6e0546 · outbound

This paper cites Development of a Fault Detection Instrument for Fiber Bragg Grating Sensing System on Airplane.Micromachines2022;13(6):882.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Development of a Fault Detection Instrument for Fiber Bragg Grating Sensing System on Airplane.Micromachines2022;13(6):882

Reference 23

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.083557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:1b4b6781b4c804492dae4f7f20700904c72fae2d5d0c8aeaa828b70c6d9d6126

Observation cc4e7fb0-5c80-46d8-83b8-436651255d90 · outbound

This paper cites an unresolved cited work.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Unresolved cited work

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.058912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:f3a37c499dd393eba05474d9079cfce715b4fc1766180e660df0869f1e92d27e

Observation dc0145f3-91fa-408c-aa2b-22d1ad5aa475 · outbound

This paper cites an unresolved cited work.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Unresolved cited work

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.257227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:a1e5fbda6f92f762dabbc87ef8252401aaec720f690b3887a4b1e95f8a7f3eed

Observation 6d635c09-0b78-442a-9a3e-4ffc98eb1fc9 · outbound

This paper cites Data anomaly segmentation for structural healthmonitoringusingdenoisingdiffusionprobabilisticmodels.Engineering Structures 2026;354:122376.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Data anomaly segmentation for structural healthmonitoringusingdenoisingdiffusionprobabilisticmodels.Engineering Structures 2026;354:122376

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.202926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:35be01140ec3adf554bcf5d3769d1c7d856a1f139a49014faafbfa396a234539

Observation 924f7e25-235e-4d06-8135-4de3057a9792 · outbound

This paper cites Multimodal deep neural network- based sensor data anomaly diagnosis method for structural health monitoring.Buildings 2023;13(8):1976.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Multimodal deep neural network- based sensor data anomaly diagnosis method for structural health monitoring.Buildings 2023;13(8):1976

Reference 28

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.092964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:49d53130574ab53658cafba210c8fd2214db30d78a8ece6cd02501cd3469b73b

Observation ef916bbf-4801-4bd8-87aa-b4ff0a2870e4 · outbound

This paper cites U-net transformer: Self and cross attention for medical image segmentation.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring U-net transformer: Self and cross attention for medical image segmentation

Reference 29

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.351519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:c7b44092ac4b5f63f9cab7c73105e595083a2bae77313c856437399b5145b20e

Observation 0d1282a2-4d50-4214-8370-f42ab504accc · outbound

This paper cites Attention is all you need.Advances in neural information processing systems2017;30.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Attention is all you need.Advances in neural information processing systems2017;30

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:270502832c1e650974993e4152098a87276aeabfa3d5ddd236b13639e9bc3104

Observation ad36efe3-3756-4535-876b-756a8e060199 · outbound

This paper cites Damage imaging in structural health monitoring with fine-tuned conditional diffusion model.Mechanical Systems and Signal Processing2025;236:112996.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Damage imaging in structural health monitoring with fine-tuned conditional diffusion model.Mechanical Systems and Signal Processing2025;236:112996

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.211938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:fa9433c41f4b038de250e4638f5583669f1ef3359ffc5c7e7de119dbe06a5280

Observation c69a650b-188e-42d6-9ceb-13f98b119b67 · outbound

This paper cites Towards Good Practices for Missing Modality Robust Action Recognition.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Towards Good Practices for Missing Modality Robust Action Recognition

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:855c9135430766af196886ce891c93e0a6603202e944f27a10ba8c2e51469826

Observation 187e1304-798d-4068-bcdf-75c625639ce9 · outbound

This paper cites Deep Multimodal Learning with Missing Modality: A Survey.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Deep Multimodal Learning with Missing Modality: A Survey

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:da907498faf0d073f803dad306f74b69edb1aabdbc07a64882f96bd62465dca5

Observation d2cb4f5b-41d1-4e66-861d-07f2cfd319d0 · outbound

This paper cites Fusion- based damage diagnostics for stiffened composite panels.Structural Health Monitoring 2022;21(2):613–639.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Fusion- based damage diagnostics for stiffened composite panels.Structural Health Monitoring 2022;21(2):613–639

Reference 34

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.290567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:0ba9317c0245b7a28ae194180ea52cc6609fed3da3c7b4913a300f382692d813

Observation 28d5aede-ad0c-43a7-8ccc-0408faaf8faf · outbound

This paper cites Anovelstrain-basedhealthindicatorfortheremainingusefullifeestimation of degrading composite structures.Composite Structures2023;306:116579.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Anovelstrain-basedhealthindicatorfortheremainingusefullifeestimation of degrading composite structures.Composite Structures2023;306:116579

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.386490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:ed450f7547c859fc3c9dba72b763bbb48429c3404bd25406f91f1901efb61a86

Observation 3a56cd93-e9a4-456c-81fe-ebc3f4668b97 · outbound

This paper cites Health Monitoring of Aerospace Structures Utilizing Novel Health Indicators Extracted from Complex Strain and Acoustic Emission Data.Sensors2021;21(17).

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Health Monitoring of Aerospace Structures Utilizing Novel Health Indicators Extracted from Complex Strain and Acoustic Emission Data.Sensors2021;21(17)

Reference 36

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.277046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:a00335bf27892bbe80c9d868d69f2fabbbc2ff3b7c5434bc877be466b446afb7

Observation d20d7853-cea1-4903-8ce6-4340876879ef · outbound

This paper cites Assess- ing stiffness degradation of stiffened composite panels in post-buckling compression- compression fatigue using guided waves.Composite Structures2022;293:115751.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Assess- ing stiffness degradation of stiffened composite panels in post-buckling compression- compression fatigue using guided waves.Composite Structures2022;293:115751

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.265700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:53829c8ff0d7251c5cac6374cee85fd57895db74d85e61632437a0938497a943

Observation 34659ceb-95e1-4a30-a622-95220feefc42 · outbound

This paper cites A novel intelligent health indicator using acoustic waves: CEEMDAN-driven semi-supervised ensemble deep learning.Mechanical Systems and Signal Processing2025;224:112156.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring A novel intelligent health indicator using acoustic waves: CEEMDAN-driven semi-supervised ensemble deep learning.Mechanical Systems and Signal Processing2025;224:112156

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.250680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:daca97feba18101fdffa0c87d2747155df5f56543650360b4adbb4335402f9af

Observation bdfac56d-7b65-45f6-b59b-cfae24b40286 · outbound

This paper cites A novel machine learning model to design historical-independent health indicators for composite structures.Composites Part B: Engineering2024;275:111328.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring A novel machine learning model to design historical-independent health indicators for composite structures.Composites Part B: Engineering2024;275:111328

Reference 40

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.238394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:d3c421a01eb503d85f5936aa05bdba8d2537941e2f9d320bb1b69a941515fb15

Observation e8782866-270a-4802-b21b-bbf9e9973e82 · outbound

This paper cites an unresolved cited work.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Unresolved cited work

Reference 41

Resolution
malformed identifier
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:ddffa653e75716eb2078bc88fc527593a07e8e18a3baa7f21da5ef90b9d2dee8

Observation 7269954e-f419-483f-ab69-875c438e96ed · outbound

This paper cites Damage classification and evolution in composite under low-velocity 39 impact using acoustic emission, machine learning and wavelet packet decomposition.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Damage classification and evolution in composite under low-velocity 39 impact using acoustic emission, machine learning and wavelet packet decomposition

Reference 42

Resolution
malformed identifier
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:8bfad6ae590b05a4aad2012eae0ab458384fafc8b65d016b6a91d72b7a03e219

Observation 6e8c34d3-220a-45c4-adc4-5a4a49503e30 · outbound

This paper cites Acoustic emission-based remaining useful life prognosis of aeronautical structures subjected to compressive fatigue loading.Engineering Structures2023;290:116391.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Acoustic emission-based remaining useful life prognosis of aeronautical structures subjected to compressive fatigue loading.Engineering Structures2023;290:116391

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-12T12:18:49.398744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:80cbe2276a5a3830847fcd3f4b9166d0283adac571f94b497aea814216c7ab52

Observation addb8f94-05a0-419d-a3eb-274a6cd27b23 · outbound

This paper cites Acoustic emission source localization in arbitrary anisotropic plates: Equation error and Bayesian inference approaches.Me- chanical Systems and Signal Processing2025;236:112960.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Acoustic emission source localization in arbitrary anisotropic plates: Equation error and Bayesian inference approaches.Me- chanical Systems and Signal Processing2025;236:112960

Reference 44

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:ef1d8a7da85194af97f57b63d0d7bb5c994e06225c4a0bac3d1243a525d8699d

Observation 747bc71e-ff61-4891-bcdb-9e2d8dc82ef7 · outbound

This paper cites Impact localization in composite structures of arbitrary cross section.Structural Health Monitoring2012;11(6):643–655.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Impact localization in composite structures of arbitrary cross section.Structural Health Monitoring2012;11(6):643–655

Reference 45

Resolution
verified exact
doi, observed 2026-07-12T12:18:49.189945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:0126c6b9a32b13b253f6aa15add2f309ab7ecfe11d0d509ecd409b2718bdc5e1

Observation 04adaaef-75d9-4935-b36b-48d9c571c71c · outbound

This paper cites The Levenberg-Marquardt algorithm for nonlinear least squares curve- fitting problems.Department of Civil and Environmental Engineering Duke University August2019;3:1–23.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring The Levenberg-Marquardt algorithm for nonlinear least squares curve- fitting problems.Department of Civil and Environmental Engineering Duke University August2019;3:1–23

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:abd0f21c379294f88de57ee40ffa5ad830cfa273c127d7e7ab4f47f9451ec071

Observation 2f2d779c-ceb5-4bd5-aca4-2e3accce82aa · outbound

This paper cites Multivariate density estimation: theory, practice, and visualization.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Multivariate density estimation: theory, practice, and visualization

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:09ea4e03bb692ba125aa14ceb99e2eda2c6eb7226cc739295d128ecefb8434af

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:83c3a7321732da19ed59f68f55a59ebd030c834c217fb4c84d57bdc2de192992

Observation a431847e-133f-49e6-8bb2-d8fc65114773 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE Transactions on Image Processing 2004;13(4):600–612.

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring Image quality assessment: from error visibility to structural similarity.IEEE Transactions on Image Processing 2004;13(4):600–612

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-12T12:11:13.605094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T12:11:13.605094Z digest=sha256:201f365350ce532fd4e40bd51018e38cb3fe879a7ff60f5df456625d577f88db

Pith citing papers

No inbound Pith citation observations are available.