ISO-690 (author-date, English)

GULYUK, Alexey V., ABU ZAID, Nahed, CHIRKOVA, Rada und YINGLING, Yaroslava G., 2025. Data integration and data fusion approaches in self-driving labs: A perspective. APL Machine Learning. 1 Dezember 2025. Vol. 3, no. 4, p. 1-14. DOI 10.1063/5.0283450.

Elsevier - Harvard (with titles)

Gulyuk, A.V., Abu Zaid, N., Chirkova, R., Yingling, Y.G., 2025. Data integration and data fusion approaches in self-driving labs: A perspective. APL Machine Learning 3, 1-14. https://doi.org/10.1063/5.0283450

American Psychological Association 7th edition

Gulyuk, A. V., Abu Zaid, N., Chirkova, R., & Yingling, Y. G. (2025). Data integration and data fusion approaches in self-driving labs: A perspective. APL Machine Learning, 3(4), 1-14. https://doi.org/10.1063/5.0283450

Springer - Basic (author-date)

Gulyuk AV, Abu Zaid N, Chirkova R, Yingling YG (2025) Data integration and data fusion approaches in self-driving labs: A perspective.. APL Machine Learning 3:1-14. https://doi.org/10.1063/5.0283450

Juristische Zitierweise (Stüber) (Deutsch)

Gulyuk, Alexey V./ Abu Zaid, Nahed/ Chirkova, Rada/ Yingling, Yaroslava G., Data integration and data fusion approaches in self-driving labs: A perspective., APL Machine Learning 2025, 1-14.

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