High‐Throughput Screening for Accelerated Oxide Glass Discovery

ABSTRACT Despite millennia of research and development, glass discovery remained largely reliant on manual, trial‐and‐error methodologies. A major impediment for accelerated glass discovery is its dependence on the processing conditions that is rarely documented, often complicating meaningful comparisons across independent studies. Here, a high‐throughput screening platform is presented that allows for up to one hundred cm 3 ‐scale glass specimens to be produced per run through multicomponent stereolithographic printing, and be evaluated automatically via Raman spectroscopy without any sample preparation. The approach is demonstrated through its application to mixtures of representative yet chemically diverse glass systems, specifically, borosilicate, aluminosilicate and rare‐earth doped materials. The proposed strategy provides a scalable, accessible, systematic and quantitative framework for accelerated glass exploration with relevance across both academic and industrial research environments. Conventional laboratory synthesis throughput is exceeded by two orders of magnitude, while the reproducibility and compositional control that accelerated discovery demands are preserved.

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Publication Details

Journal
Advanced Science
Published
2026-09-06
DOI
https://doi.org/10.1002/advs.77590
Primary Topic
Glass properties and applications
Type
article
Field-Weighted Citation Impact
0.00
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article

High‐Throughput Screening for Accelerated Oxide Glass Discovery

Josef Slowik, Lothar Wondraczek, Igor Seibel-Geraschenko, Franziska Scheffler et al.
Advanced Science
Glass properties and applications
article

High‐Throughput Screening for Accelerated Oxide Glass Discovery

Josef Slowik, Lothar Wondraczek, Igor Seibel-Geraschenko, Franziska Scheffler, N. M. Anoop Krishnan, Alexis Duval
article en

Abstract

ABSTRACT Despite millennia of research and development, glass discovery remained largely reliant on manual, trial‐and‐error methodologies. A major impediment for accelerated glass discovery is its dependence on the processing conditions that is rarely documented, often complicating meaningful comparisons across independent studies. Here, a high‐throughput screening platform is presented that allows for up to one hundred cm 3 ‐scale glass specimens to be produced per run through multicomponent stereolithographic printing, and be evaluated automatically via Raman spectroscopy without any sample preparation. The approach is demonstrated through its application to mixtures of representative yet chemically diverse glass systems, specifically, borosilicate, aluminosilicate and rare‐earth doped materials. The proposed strategy provides a scalable, accessible, systematic and quantitative framework for accelerated glass exploration with relevance across both academic and industrial research environments. Conventional laboratory synthesis throughput is exceeded by two orders of magnitude, while the reproducibility and compositional control that accelerated discovery demands are preserved.

Advanced Science
Schott (Germany) (DE), Indian Institute of Technology Delhi (IN), Friedrich Schiller University Jena (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 78%
Glass properties and applications
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High‐Throughput Screening for Accelerated Oxide Glass Discovery — Josef Slowik, Lothar Wondraczek, et al. · Advanced Science (2026) | TGRS Research Map | TGRS