Decoding Complex Spectra with Machine Learning: Advances in Spectral Unmixing for Chemical Analysis


Yin P. Xiao Y. Feng C. Wu X. Wang X. Klyuyev D. Wu Z. Zhao Y. Hu B.
17 February 2026American Chemical Society

Analytical Chemistry
2026#98Issue 64432 - 4457 pp.





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School of Mathematics and Physics, Hebei University of Engineering, Hebei, Handan, 056038, China
School of Life Science and Technology, Xidian University, Shaanxi, Xi’an, 710126, China
Xi’an Intelligent Precision Diagnosis and Treatment International Science and Technology Cooperation Base, Shaanxi, Xi’an, 710126, China
Institute of Life Sciences, Karaganda Medical University, Karaganda, 100008, Kazakhstan
Department of Spine Surgery, Xi’an International Medical Center Hospital, Shaanxi, Xi’an, 710000, China
Department of Physics and Astronomy, Franklin College of Arts and Sciences, University of Georgia, Athens, 30602, GA, United States

School of Mathematics and Physics
School of Life Science and Technology
Xi’an Intelligent Precision Diagnosis and Treatment International Science and Technology Cooperation Base
Institute of Life Sciences
Department of Spine Surgery
Department of Physics and Astronomy

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