Quantum Magnetometers for Infrastructure Inspection and Monitoring
Pith reviewed 2026-05-14 23:52 UTC · model grok-4.3
The pith
Quantum magnetometers detect hidden infrastructure damage through complementary OPM and NV strengths when practical engineering is applied.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The paper establishes that optically pumped atomic magnetometers are strongest for low-frequency, phase-referenced induction measurements while nitrogen-vacancy diamond magnetometers are strongest for near-surface field mapping, vector or gradient measurements, and differential current sensing in compact solid-state heads. Across driven induction, leakage fields, passive self-fields from stress or corrosion, and operational current fields, deployment hinges on addressing lift-off, noise, and calibration through instrument engineering rather than best-case sensitivity alone.
What carries the argument
The full measurement chain of source physics, geometry, readout, calibration, and interpretation applied to four magnetic signal classes: driven induction responses, leakage fields in magnetic flux leakage inspection, passive self-fields linked to stress or corrosion, and fields produced by operational currents.
If this is right
- OPMs enable reliable low-frequency phase-referenced induction measurements for inspecting insulated or buried infrastructure.
- NV sensors support compact heads for vector and gradient mapping of near-surface corrosion or fatigue in steel.
- Both platforms allow non-contact sensing through coatings and concrete cover without couplants.
- Success requires qualification protocols that match real inspection conditions rather than laboratory ideals.
- The emphasis shifts from raw sensitivity to engineering for bandwidth, dynamic range, and background rejection.
Where Pith is reading between the lines
- These platforms could support continuous monitoring of battery currents or power-line leakage by using differential sensing modes.
- Robotic deployment with controlled lift-off geometry might make large-area scans practical for bridges and pipelines.
- Hybrid OPM-NV instruments could combine low-frequency phase referencing with high-resolution near-surface mapping.
- Direct comparison trials against established non-destructive methods on operational assets would test whether engineering fixes are sufficient for routine use.
Load-bearing premise
The assumption that lift-off variations, background magnetic noise, and calibration difficulties can be adequately addressed through instrument engineering to enable reliable field deployment.
What would settle it
A controlled field test on a known corroded pipeline or fatigued steel beam in which the quantum sensors fail to detect defects at lift-off distances or noise levels typical of real inspections while conventional methods succeed.
Figures
read the original abstract
Damage in infrastructure is often hidden until it becomes costly or dangerous. Common examples include corrosion under insulation, early fatigue damage in steel, corrosion of embedded reinforcement, and abnormal current flow in batteries and power equipment. Magnetic methods are attractive because they can sense through coatings, insulation, and concrete cover without couplants, but field performance is often limited by lift-off, low-frequency drift, background magnetic noise, and the weak low-frequency response of pickup coils. This review examines two room-temperature quantum receiver platforms: optically pumped atomic magnetometers (OPMs) and nitrogen-vacancy (NV) diamond magnetometers. Rather than treating them as stand-alone sensors, we compare them as parts of a full measurement chain that includes source physics, geometry, readout, calibration, and interpretation. The literature is organized into four magnetic signal classes: driven induction responses, leakage fields in magnetic flux leakage inspection, passive self-fields linked to stress or corrosion, and fields produced by operational currents. OPMs are strongest for low-frequency, phase-referenced induction measurements, while NV sensors are strongest for near-surface field mapping, vector or gradient measurements, and differential current sensing in compact solid-state heads. Across all applications, deployment depends less on best-case sensitivity than on usable bandwidth, dynamic range, background rejection, geometry control, calibration, and validation. The clearest path to field use is therefore robust instrument engineering tied to qualification methods that reflect real inspection conditions.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript is a literature review that organizes existing work on room-temperature quantum magnetometers into four magnetic signal classes (driven induction responses, leakage fields in magnetic flux leakage inspection, passive self-fields linked to stress or corrosion, and fields produced by operational currents) and compares optically pumped atomic magnetometers (OPMs) against nitrogen-vacancy (NV) diamond sensors as parts of complete measurement chains. The central interpretive claim is that OPMs are strongest for low-frequency, phase-referenced induction measurements while NV sensors are strongest for near-surface field mapping, vector/gradient measurements, and differential current sensing in compact solid-state heads, with field deployment depending primarily on bandwidth, dynamic range, background rejection, geometry control, calibration, and validation rather than peak sensitivity.
Significance. If the synthesis holds, the review supplies a structured framework that could help practitioners select between OPM and NV platforms for non-destructive infrastructure inspection tasks such as corrosion-under-insulation detection and current monitoring. By stressing the full measurement chain and the primacy of engineering factors over raw sensitivity, it identifies concrete qualification paths that may accelerate translation from laboratory demonstrations to field use.
minor comments (2)
- [Introduction] The four signal-class taxonomy is introduced in the abstract but would benefit from an explicit table or diagram early in the manuscript that lists representative references, frequency ranges, and sensor strengths for each class to improve readability.
- [Conclusions] Several practical challenges (lift-off, background noise, calibration) are listed as deployment bottlenecks; adding a short dedicated subsection that maps each challenge to specific mitigation strategies drawn from the cited OPM and NV literature would strengthen the engineering-focused conclusion.
Simulated Author's Rebuttal
We thank the referee for the positive and accurate summary of our manuscript, which correctly captures our organization of the literature into four magnetic signal classes and our emphasis on comparing OPM and NV platforms as complete measurement chains rather than isolated sensors. We appreciate the recommendation for minor revision.
Circularity Check
Review paper organizes existing literature with no derivations or predictions
full rationale
This is a literature review that synthesizes published results on OPM and NV magnetometers across four signal classes. The central claims are interpretive comparisons drawn from external sources rather than any new derivation, model fit, or prediction. No equations, ansatzes, uniqueness theorems, or self-referential constructions appear that could reduce to the paper's own inputs. The structure is self-contained against external benchmarks and contains no load-bearing self-citations that substitute for independent evidence.
Axiom & Free-Parameter Ledger
Lean theorems connected to this paper
-
IndisputableMonolith/Foundation/RealityFromDistinction.leanreality_from_one_distinction unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
The clearest path to field use is therefore robust instrument engineering tied to qualification methods that reflect real inspection conditions.
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
Works this paper leans on
-
[1]
NACE International. Executive summary: International measures of prevention, application, and economics of corrosion technologies (IMPACT), 2016. Accessed 2026-02-06
work page 2016
-
[2]
Pipeline and Hazardous Materials Safety Administration (PHMSA). Fact sheet: Corrosion. Accessed 2026-02-12
work page 2026
-
[3]
Infrastructure’s upward momentum reflected in report card, March 2025
Matt Fogleson. Infrastructure’s upward momentum reflected in report card, March 2025. Civil Engineering Source (ASCE); accessed 2026-02-12
work page 2025
-
[4]
Farima Abdollahi-Mamoudan, Clemente Ibarra-Castanedo, and Xavier P. V. Maldague. Non- destructive testing and evaluation of hybrid and advanced structures: a comprehensive review of methods, applications, and emerging trends.Sensors, 25(12):3635, 2025
work page 2025
-
[5]
B. Feng et al. A review of magnetic flux leakage nondestructive testing.Sensors, 22(21):8212, 2022. 32
work page 2022
-
[6]
Recentprogressoffluxgatemagneticsensors: basicresearchandapplication.Sensors, 21(4):1500, 2021
S.Weietal. Recentprogressoffluxgatemagneticsensors: basicresearchandapplication.Sensors, 21(4):1500, 2021
work page 2021
-
[7]
A. Guedes et al. Hybrid GMR sensor detecting 950 pt/ √ hzat 1 hz and bio-magnetic signals in an unshielded environment.Sensors, 18(3):790, 2018
work page 2018
-
[8]
Ali Sophian, Guiyun Tian, and Mengbao Fan. Pulsed eddy current non-destructive testing and evaluation: a review.Chinese Journal of Mechanical Engineering, 30:500–514, 2017
work page 2017
-
[9]
Api recommended practice 583: Corrosion under insulation and fireproofing(firstedition),May2014
American Petroleum Institute. Api recommended practice 583: Corrosion under insulation and fireproofing(firstedition),May2014. APIRecommendedPractice;ProductNo.C58301.Summary available at https://www.api.org/ /media/files/publications/whats
-
[10]
SQUIDsfornondestructiveevaluation.Journal of Physics D: Applied Physics, 30(3):293–323, 1997
W.G.Jenks,S.S.H.Sadeghi,andJ.P.Jr.Wikswo. SQUIDsfornondestructiveevaluation.Journal of Physics D: Applied Physics, 30(3):293–323, 1997
work page 1997
-
[11]
T. M. Tierney, N. Holmes, S. Mellor, et al. Optically pumped magnetometers: from quantum origins to multi-channel magnetoencephalography.NeuroImage, 199:598–608, 2019
work page 2019
-
[12]
D. Budker and M. V. Romalis. Optical magnetometry.Nature Physics, 3(4):227–234, 2007
work page 2007
-
[13]
C. L. Degen, F. Reinhard, and P. Cappellaro. Quantum sensing.Reviews of Modern Physics, 89(3):035002, 2017
work page 2017
- [14]
-
[15]
Sensitivemagnetometry in challenging environments.AVS Quantum Science, 2(4):044702, 2020
Kai-MeiC.Fu,GeoffreyZ.Iwata,ArneWickenbrock,andDmitryBudker. Sensitivemagnetometry in challenging environments.AVS Quantum Science, 2(4):044702, 2020
work page 2020
-
[16]
Defense Logistics Agency (DLA). MIL-HDBK-1823: Nondestructive evaluation system reliability assessment(assist-quicksearchdocumentdetails),November2018. Documentdate: 13-NOV-2018; accessed 2026-02-06
work page 2018
-
[17]
ASTM e2862-23: Standard practice for probability of detection analysis for hit/miss data, 2023
ASTM International. ASTM e2862-23: Standard practice for probability of detection analysis for hit/miss data, 2023. Accessed 2026-02-06
work page 2023
- [18]
-
[19]
M. L. Meade.Lock-In Amplifiers: Principles and Applications. Peter Peregrinus Ltd., 1983
work page 1983
-
[20]
Jonas Homrighausen, Ludwig Horsthemke, Jens Pogorzelski, Sarah Trinschek, Peter Gl"osek"otter, and Markus Gregor. Edge-machine-learning-assisted robust magnetometer based on randomly oriented NV-ensembles in diamond.Sensors, 23(3):1119, 2023
work page 2023
-
[21]
J. Iivanainen et al. Calibration and localization of optically pumped magnetometers using electromagnetic coils.Sensors, 22(8):3059, 2022
work page 2022
-
[22]
S. Huang et al. Deep learning for magnetic flux leakage detection and evaluation of oil and gas pipelines: a review.Energies, 16(3):1372, 2023
work page 2023
-
[23]
Peipei Zhu, Yuhua Cheng, Portia Banerjee, Antonello Tamburrino, and Yiming Deng. A novel machine learning model for eddy current testing with uncertainty.NDT & E International, 101:104–112, 2019. 33
work page 2019
- [24]
-
[25]
John Kitching, Svenja Knappe, and Elizabeth A. Donley. Atomic sensors — a review.IEEE Sensors Journal, 11(9):1749–1758, 2011
work page 2011
-
[26]
Vishal Shah, Svenja Knappe, Peter D. D. Schwindt, and John Kitching. Subpicotesla atomic magnetometry with a microfabricated vapour cell.Nature Photonics, 1(11):649–652, 2007
work page 2007
-
[27]
H. B. Dang, Adam C. Maloof, and Michael V. Romalis. Ultrahigh sensitivity magnetic field and magnetizationmeasurementswithanatomicmagnetometer.AppliedPhysicsLetters,97(15):151110, 2010
work page 2010
-
[28]
J.C.Allred,R.N.Lyman,T.W.Kornack,andM.V.Romalis. High-sensitivityatomicmagnetometer unaffected by spin-exchange relaxation.Physical Review Letters, 89:130801, 2002
work page 2002
-
[29]
I. K. Kominis, T. W. Kornack, J. C. Allred, and M. V. Romalis. A subfemtotesla multichannel atomic magnetometer.Nature, 422(6932):596–599, 2003
work page 2003
-
[30]
Cameron Deans, Luca Marmugi, and Ferruccio Renzoni. Sub-picotesla widely tunable atomic magnetometer operating at room temperature in unshielded environments.Review of Scientific Instruments, 89(8):083111, 2018
work page 2018
-
[31]
Luca Marmugi and Ferruccio Renzoni. Electromagnetic induction imaging with atomic magne- tometers: progress and perspectives.Applied Sciences, 10(18):6370, 2020
work page 2020
-
[32]
G. Oelsner et al. Integrated optically pumped magnetometer for measurements within earth’s magnetic field.Physical Review Applied, 17(2):024034, 2022
work page 2022
-
[33]
P. D. D. Schwindt, S. Knappe, V. Shah, L. Hollberg, J. Kitching, L.-A. Liew, and J. Moreland. Chip-scale atomic magnetometer.Applied Physics Letters, 85(26):6409–6411, 2004
work page 2004
-
[34]
Chip-scale atomic devices.Applied Physics Reviews, 5(3):031302, 2018
John Kitching. Chip-scale atomic devices.Applied Physics Reviews, 5(3):031302, 2018
work page 2018
-
[35]
OrangAlem,RahulMhaskar,RicardoJiménez-Martínez,DongSheng,JohnLeBlanc,LutzTrahms, Tilmann Sander, John Kitching, and Svenja Knappe. Magnetic field imaging with microfabricated optically-pumped magnetometers.Optics Express, 25(7):7849–7858, 2017
work page 2017
-
[36]
M. W. Doherty, N. B. Manson, P. Delaney, F. Jelezko, J. Wrachtrup, and L. C. L. Hollenberg. The nitrogen-vacancy colour centre in diamond.Physics Reports, 528(1):1–45, 2013
work page 2013
-
[37]
L. Rondin, J.-P. Tetienne, T. Hingant, J.-F. Roch, P. Maletinsky, and V. Jacques. Magnetometry with nitrogen-vacancy defects in diamond.Reports on Progress in Physics, 77(5):056503, 2014
work page 2014
-
[38]
V. M. Acosta, E. Bauch, M. P. Ledbetter, C. Santori, K.-M. C. Fu, P. E. Barclay, R. G. Beausoleil, H. Linget, J.-F. Roch, F. Treussart, S. Chemerisov, W. Gawlik, and D. Budker. Temperature dependence of the nitrogen-vacancy magnetic resonance in diamond.Physical Review Letters, 104:070801, 2010
work page 2010
-
[39]
Jennifer M. Schloss, John F. Barry, Matthew J. Turner, and Ronald L. Walsworth. Simultaneous broadband vector magnetometry using solid-state spins.Physical Review Applied, 10(3):034044, 2018
work page 2018
-
[40]
A. E. Krasnok, A. Maloshtan, D. N. Chigrin, Y. S. Kivshar, and P. A. Belov. Enhanced emission extraction and selective excitation of NV centers with all-dielectric nanoantennas.Laser & Photonics Reviews, 9(4):385–391, 2015. 34
work page 2015
-
[41]
A. E. Krasnok, C. R. Simovski, P. A. Belov, and Y. S. Kivshar. Superdirective dielectric nanoantennas.Nanoscale, 6(13):7354–7361, 2014
work page 2014
-
[42]
R. L. Patel, L. Q. Zhou, A. C. Frangeskou, G. A. Stimpson, B. G. Breeze, A. Nikitin, M. W. Dale, E. C. Nichols, W. Thornley, B. L. Green, M. E. Newton, A. M. Edmonds, M. L. Markham, D. J. Twitchen, and G. W. Morley. Subnanotesla magnetometry with a fiber-coupled diamond sensor. Physical Review Applied, 14(4):044058, 2020
work page 2020
-
[43]
Hannah Clevenson, Linh M. Pham, Carson Teale, Kerry A. Johnson, Dirk Englund, and Danielle Braje. Robusthigh-dynamic-rangevectormagnetometrywithnitrogen-vacancycentersindiamond. Applied Physics Letters, 112(25):252406, 2018
work page 2018
- [44]
-
[45]
St"urner, Andreas Brenneis, et al
Felix M. St"urner, Andreas Brenneis, et al. Compact integrated magnetometer based on nitrogen- vacancy centres in diamond.Diamond and Related Materials, 93:59–65, 2019
work page 2019
-
[46]
F. M. St"urner et al. Integrated and portable magnetometer based on nitrogen-vacancy ensembles in diamond.Advanced Quantum Technologies, 4(4):2000111, 2021
work page 2021
-
[47]
S.M.Graham,A.T.M.A.Rahman,L.Munn,R.L.Patel,A.J.Newman,C.J.Stephen,G.Colston, A. Nikitin, A. M. Edmonds, D. J. Twitchen, et al. Fiber-coupled diamond magnetometry with an unshielded sensitivity of 30 pt/ √ hz.Physical Review Applied, 19(4):044042, 2023
work page 2023
-
[48]
Z. D. Wang, Y. Gu, and Y. S. Wang. A review of three magnetic NDT technologies.Journal of Magnetism and Magnetic Materials, 324(4):382–388, 2012
work page 2012
-
[49]
Non-destructivetechniques based on eddy current testing.Sensors, 11(3):2525–2565, 2011
JavierGarcía-Martín,JaimeGómez-Gil,andErnestoVázquez-Sánchez. Non-destructivetechniques based on eddy current testing.Sensors, 11(3):2525–2565, 2011
work page 2011
-
[50]
Pipeline in-line inspection method, instrumentation and data management.Sensors, 21(11):3862, 2021
QiupingMa,GuiyunTian,YanliZeng,RuiLi,HuadongSong,ZhenWang,BinGao,andKunZeng. Pipeline in-line inspection method, instrumentation and data management.Sensors, 21(11):3862, 2021
work page 2021
-
[51]
CameronDeans,LucaMarmugi,SarahHussain,andFerruccioRenzoni. Electromagneticinduction imaging with a radio-frequency atomic magnetometer.Applied Physics Letters, 108(10):103503, 2016
work page 2016
-
[53]
P. Bevington, R. Gartman, and W. Chalupczak. Inductive imaging of the concealed defects with radio-frequency atomic magnetometers.Applied Sciences, 10(19):6871, 2020
work page 2020
-
[54]
DNV-RP-G109: risk-based management of corrosion under insulation (CUI), 2019
DNV. DNV-RP-G109: risk-based management of corrosion under insulation (CUI), 2019. Published Dec. 2019; accessed 2026-02-06
work page 2019
-
[55]
Qing Cao, Thunyaluk Pojtanabuntoeng, Marco Esmaily, Sebastian Thomas, Michael Brameld, Ayman Amer, and Nick Birbilis. A review of corrosion under insulation: a critical issue in the oil and gas industry.Metals, 12(4):561, 2022
work page 2022
-
[56]
Non-destructive structural imaging of steelwork with atomic magnetometers
Patrick Bevington, Rafal Gartman, Witold Chalupczak, Cameron Deans, Luca Marmugi, and Ferruccio Renzoni. Non-destructive structural imaging of steelwork with atomic magnetometers. Applied Physics Letters, 113(6):063503, 2018. 35
work page 2018
-
[57]
Imaging corrosion under insulation with a mechanically-translatable atomic magnetometer
Benjamin Maddox, Yuval Cohen, and Ferruccio Renzoni. Imaging corrosion under insulation with a mechanically-translatable atomic magnetometer. In2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), pages 104–108. IEEE, 2022
work page 2022
-
[58]
Yanhua Sun and Yihua Kang. Magnetic mechanisms of magnetic flux leakage nondestructive testing.Applied Physics Letters, 103(18):184104, 2013
work page 2013
-
[59]
L. Q. Zhou, R. L. Patel, A. C. Frangeskou, A. Nikitin, Ben L. Green, B. G. Breeze, S. Onoda, J. Isoya, and G. W. Morley. Imaging damage in steel using a diamond magnetometer.Physical Review Applied, 15(2):024015, 2021
work page 2021
-
[60]
A. J. Newman, S. M. Graham, A. M. Edmonds, D. J. Twitchen, M. L. Markham, and G. W. Morley. Tensor gradiometry with a diamond magnetometer.Physical Review Applied, 21(1):014003, 2024
work page 2024
-
[61]
Baptiste Vindolet, Benjamin Ducharne, Hoai Nam Nguyen, Xavier Mougenot, Christophe Gallais, and Thomas Hingant. High-resolution non-destructive detection of grinding burns with NV diamond quantum magnetometer.NDT & E International, 155:103439, 2025
work page 2025
-
[62]
SanqingSu,XinweiLiu,WeiWang,JuntingLi,andRuizeDeng. Areviewofmetalmagneticmem- ory technology in civil engineering.Journal of Magnetism and Magnetic Materials, 603:172231, 2024
work page 2024
-
[63]
YuPeiMa,JohnP.Wikswo,MeiluteSamuleviciene,KonstantinasLeinartas,andEimutisJuzeliunas. Magneticfieldsinducedbyelectrochemicalreactions: aluminumalloycorrosionsensingbySQUID magnetometryonamacroscopicscale.TheJournalofPhysicalChemistryB,106(48):12549–12555, 2002
work page 2002
-
[64]
Vasily A. Bautin, Ilya V. Bardin, Nikita S. Kholodkov, Sergey A. Gudoshnikov, Nikolai A. Usov, and Evangelos V. Hristoforou. In situ giant-magnetoimpedance magnetometer measurement of weak magnetic fields produced by pitting corrosion on AISI 304 stainless steel surface.Surfaces and Interfaces, 23:100993, 2021
work page 2021
-
[65]
The non-destructivetestofsteelcorrosioninreinforcedconcretebridgesusingamicro-magneticsensor
Hong Zhang, Leng Liao, Ruiqiang Zhao, Jianting Zhou, Mao Yang, and Runchuan Xia. The non-destructivetestofsteelcorrosioninreinforcedconcretebridgesusingamicro-magneticsensor. Sensors, 16(9):1439, 2016
work page 2016
-
[66]
Ding Yang, Junli Qiu, Haibo Di, Siyu Zhao, Jianting Zhou, and Feixiong Yang. Quantitative evaluation of corrosion degrees of steel bars based on self-magnetic flux leakage.Metals, 9(9):952, 2019
work page 2019
-
[67]
Runchuan Xia, Jianting Zhou, Hong Zhang, Leng Liao, Ruiqiang Zhao, and Zeyu Zhang. Quantitative study on corrosion of steel strands based on self-magnetic flux leakage.Sensors, 18(5):1396, 2018
work page 2018
-
[68]
International Organization for Standardization. Iso 24497-1:2020 non-destructive testing — metal magnetic memory — part 1: Vocabulary and general requirements, 2020. International Standard; https://www.iso.org/standard/72146.html
work page 2020
-
[69]
International Organization for Standardization. Iso 24497-2:2020 non-destructive testing — metal magnetic memory — part 2: General requirements for welded joints, 2020. International Standard; https://www.iso.org/standard/72147.html
work page 2020
-
[70]
Deng Gong, Lunwu Zhao, and Gang Han. Design and experimental validation of MMM-based pipeline stress concentration detection system.Results in Engineering, 27:106834, 2025
work page 2025
-
[71]
Z. D. Wang, K. Yao, B. Deng, and K. Q. Ding. Quantitative study of metal magnetic memory signal versus local stress concentration.NDT & E International, 43(6):513–518, 2010. 36
work page 2010
-
[72]
PengpengShi, KeJin, andXiaojingZheng. Amagnetomechanicalmodelforthemagneticmemory method.International Journal of Mechanical Sciences, 124–125:229–241, 2017
work page 2017
-
[73]
Siriwardane, and Dimitrios Pavlou
Fredrik Bjørheim, Sudath C. Siriwardane, and Dimitrios Pavlou. A review of fatigue damage detection and measurement techniques.International Journal of Fatigue, 154:106556, 2022
work page 2022
-
[74]
David C. Jiles. Theory of the magnetomechanical effect.Journal of Physics D: Applied Physics, 28(8):1537–1546, 1995
work page 1995
-
[75]
Marcelo J. Dapino. On magnetostrictive materials and their use in adaptive structures.Structural Engineering and Mechanics, 17(3–4):303–329, 2004
work page 2004
-
[76]
Barkhausen noise probes and modelling: a review.Journal of Nondestructive Evaluation, 38:94, 2019
Suvi Santa-aho, Arttu Laitinen, Aki Sorsa, and Minnamari Vippola. Barkhausen noise probes and modelling: a review.Journal of Nondestructive Evaluation, 38:94, 2019
work page 2019
-
[77]
Sheng Bao and S. F. Gong. Magnetomechanical behavior for assessment of fatigue process in ferromagnetic steel.Journal of Applied Physics, 112(11):113902, 2012
work page 2012
-
[78]
Peter A. Koss, Ali Riza Durmaz, Andreas Blug, Gennadii Laskin, Omkar Satish Pawar, Ker- stin Thiemann, Alexander Bertz, Thomas Straub, and Christian Els"asser. Optically pumped magnetometer measuring fatigue-induced damage in steel.Applied Sciences, 12(3):1329, 2022
work page 2022
-
[79]
David A. Broadway, B. C. Johnson, M. S. J. Barson, Scott E. Lillie, Nikolai Dontschuk, D. J. McCloskey, Alexander Tsai, Tokuyuki Teraji, D. A. Simpson, Alastair Stacey, et al. Microscopic imaging of the stress tensor in diamond using in situ quantum sensors.Nano Letters, 19(7):4543– 4550, 2019
work page 2019
-
[80]
P. Kehayias, M. J. Turner, R. Trubko, J. M. Schloss, C. A. Hart, M. Wesson, D. R. Glenn, and R. L. Walsworth. Imaging crystal stress in diamond using ensembles of nitrogen-vacancy centers. Physical Review B, 100(17):174103, 2019
work page 2019
-
[81]
Magnetic sensing and metrology, 2023
National Institute of Standards and Technology (NIST). Magnetic sensing and metrology, 2023. Accessed 2026-02-06
work page 2023
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