Multispectral diagnostics of catalytic reactions in microfluidic systems

Alexander Guda; Bogdan Protsenko; Alexander Soldatov; Mahmoud E. A. Eid; Andrei A. Tereshchenko; Dmitry Gorbunov; Egil Nikita; Zagrebaev Alexander; Ashot V. Arzumanyan

Multispectral diagnostics of catalytic reactions in microfluidic systems

Alexander Guda, Bogdan Protsenko, Alexander Soldatov, Mahmoud E. A. Eid, Andrei A. Tereshchenko, Dmitry Gorbunov, Egil Nikita, Zagrebaev Alexander, Ashot V. Arzumanyan

Published: 21 Apr 2025, Last Modified: 26 May 2025AI4X 2025 OralEveryoneRevisionsBibTeXCC BY 4.0

Keywords: droplet microfluidics, self-driving laboratory, gold nanoparticles screening, in situ UV-VIS, machine learning, plasmon resonance, 3D printing, high-throughput screening

TL;DR: Microfluidic systems offer unique capabilities for highthroughput screening of chemical reactions conditions and ML-based optimization using spectral feedback

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Submission Number: 269

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