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Atomic spectroscopy has quietly moved past splitting light and counting ions toward instruments that track a single nanoparticle, fuse a laser pulse with an isotope-ratio mass spectrometer, and correct their own interferences with artificial intelligence in real time. The result is a new class of ICP-MS, LIBS, and X-ray fluorescence (XRF) platforms that are turning what used to be a benchtop-only science into field-ready, self-optimizing analytical intelligence.

Spectroscopy Top 10 DOI Articles of the Month (July 2026)

Spectroscopy Top 10 Articles of the Month (July 2026)

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The following articles are the most accessed digital object identifier (DOI) manuscripts for Spectroscopy and LCGC International during the month of July 2026. Nine articles are ranked here by DOI page views; a tenth entry in the July report (135 views) was recorded against the bare journal-level DOI rather than an individual article and is therefore not attributable to a single manuscript.

River walk in San Antonio, Texas location of Pittcon 2026 © f11photo-chronicles-stock.adobe.com

The 2026 James L. Waters Annual Symposium at Pittcon will focus on the integration of generative AI into analytical chemistry, examining how large language models and AI tools can support method development, data analysis, and chemical measurement while maintaining scientific rigor, validation, and interpretability. Continuing its decades-long tradition of connecting historical perspective with emerging technologies, the symposium will feature presentations from leading chemists and spectroscopists, highlighting both the opportunities and challenges of responsibly incorporating AI into chemical measurement science.

Reflection of a sunset by a lagoon inside the Amazon Rainforest Basin. The Amazon river basin comprises the countries of Brazil, Bolivia, Colombia, Ecuador, Guyana, Suriname, Peru and Venezuela. | Image Credit: © SL-Photography - stock.adobe.com

A recent article discussed the need for interdisciplinary collaboration to better understand the unique chemistry occurring at air–water interfaces. Experimental and conceptual challenges of linking molecular-level structure to macroscopic reactivity and calls for integrating advanced spectroscopy, computation, as well as cross-disciplinary approaches to overcome current limitations, are highlighted. This summary was generated with the help of artificial intelligence.

Alan G. Marshall

A pioneer of FT-ICR Mass Spectrometry, Alan G. Marshall (1944–2025), is best known for co-inventing Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS), a transformative technique that enabled ultrahigh-resolution analysis of complex mixtures. Over a career spanning more than five decades at institutions like the University of British Columbia, The Ohio State University, and Florida State University, he published over 650 peer-reviewed papers and mentored more than 150 scientists. Marshall’s work profoundly impacted fields ranging from astrobiology to petroleomics and earned him numerous prestigious awards and fellowships. Revered for his intellect, mentorship, and dedication to science, he leaves behind a legacy that continues to shape modern mass spectrometry.