Noninvasive identification of carbon-based black pigments with pump-probe microscopy.
Publication
, Journal Article
Kastenholz, HV; Topper, MI; Warren, WS; Fischer, MC; Grass, D
Published in: Science advances
December 2024
Carbon-based black pigments, a widely used class of pigments, are difficult to differentiate with the noninvasive techniques currently used in cultural heritage science. We use pump-probe microscopy, coupled with a support vector machine, to distinguish common carbon-based black pigments as pure pigments, as two-component black pigment mixtures, and as a mixture of a black and a colorful pigment. This work showcases the potential of pump-probe microscopy to spatially differentiate carbon-based black pigments, which would have interesting applications to works of art.
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Published In
Science advances
DOI
EISSN
2375-2548
ISSN
2375-2548
Publication Date
December 2024
Volume
10
Issue
50
Start / End Page
eadp0005
Citation
APA
Chicago
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NLM
Kastenholz, H. V., Topper, M. I., Warren, W. S., Fischer, M. C., & Grass, D. (2024). Noninvasive identification of carbon-based black pigments with pump-probe microscopy. Science Advances, 10(50), eadp0005. https://doi.org/10.1126/sciadv.adp0005
Kastenholz, Heidi V., Michael I. Topper, Warren S. Warren, Martin C. Fischer, and David Grass. “Noninvasive identification of carbon-based black pigments with pump-probe microscopy.” Science Advances 10, no. 50 (December 2024): eadp0005. https://doi.org/10.1126/sciadv.adp0005.
Kastenholz HV, Topper MI, Warren WS, Fischer MC, Grass D. Noninvasive identification of carbon-based black pigments with pump-probe microscopy. Science advances. 2024 Dec;10(50):eadp0005.
Kastenholz, Heidi V., et al. “Noninvasive identification of carbon-based black pigments with pump-probe microscopy.” Science Advances, vol. 10, no. 50, Dec. 2024, p. eadp0005. Epmc, doi:10.1126/sciadv.adp0005.
Kastenholz HV, Topper MI, Warren WS, Fischer MC, Grass D. Noninvasive identification of carbon-based black pigments with pump-probe microscopy. Science advances. 2024 Dec;10(50):eadp0005.
Published In
Science advances
DOI
EISSN
2375-2548
ISSN
2375-2548
Publication Date
December 2024
Volume
10
Issue
50
Start / End Page
eadp0005