Selective and Sustainable Oxidation of Allyl Alcohol in Water Using a TS-1 Catalyst in Continuous Flow: A Machine-Learning-Driven Approach

Kallum Hiten Mehta, Riko I Made, Stefanos Agrotis, Ivan Parkin, Gopinathan Sankar, Albertus Denny Handoko

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: Selective Oxidation, Flow Chemistry, Reaction Optimization, Interpretable Machine Learning, Green Chemistry

TL;DR: We combined a new catalyst, an automated flow reactor, and machine learning to efficiently make a valuable chemical using only water, achieving faster reactions, better control, and a more sustainable process than traditional methods

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 1st 2025, I specify the DOI in the field below, and I submit the camera-ready version of the paper.

DOI: https://doi.org/10.1021/acssuschemeng.5c07402

Submission Number: 43