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Raman Microspectroscopy for Structural Indication in Ultrafast Laser Writing

Abstract:
Femtosecond laser fabrication enables the creation of a wide range of devices, but its scalability and yield can be limited by the lack of real‐time, in situ monitoring tools. In particular, there is a strong need for metrics that directly correlate with device performance. Raman microspectroscopy provides a non‐destructive route for in situ characterization. Here, we demonstrate its potential to assess the electrical performance of laser‐written graphitic electrodes in diamond. By combining hyperspectral mapping with electrical testing, we show that depletion of the 1332 cm − 1 ${\rm cm}^{-1}$ sp3 Raman line serves as a monotonic and robust predictor of resistance, offering clear advantages over commonly used spectral features. We further introduce hyperspectral unmixing as a label‐free approach to identify relevant spectral signatures in fabrication processes where Raman markers are less defined. Importantly, the methodology we present is not restricted to diamond but can be adapted to other host materials and functionalities, offering a practical path toward specification‐driven fs‐laser microfabrication.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1002/smtd.202502413

Authors

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Institution:
University of Oxford
Role:
Author
ORCID:
0000-0002-0699-2317
More by this author
Institution:
University of Oxford
Role:
Author
ORCID:
0009-0002-1976-9779
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Institution:
University of Oxford
Role:
Author
More by this author
Institution:
University of Oxford
Role:
Author
ORCID:
0000-0002-9525-8981
More by this author
Institution:
University of Oxford
Role:
Author
ORCID:
0000-0003-1688-259X


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Funder identifier:
https://ror.org/0439y7842
Grant:
EP/W025256/1


Publisher:
Wiley
Journal:
small methods More from this journal
Pages:
e02413
Article number:
e02413
Publication date:
2026-03-15
Acceptance date:
2026-02-23
DOI:
EISSN:
2366-9608
ISSN:
2366-9608


Language:
English
Keywords:
Pubs id:
2389957
Local pid:
pubs:2389957
Source identifiers:
3855197
Deposit date:
2026-03-16
ARK identifier:
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