Closed Loop Inorganic Material Discovery with Design-Test-Make-Analyze Paradigm

Haiwen Dai, Matthew J. McDermott, Shuya Yamazaki, Andy Paul Chen, Ruiming Zhu, Kristin Persson, Kedar Hippalgaonkar

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

Keywords: inverse design, synthesis planning, kinetic synthesis planning, synthesizeability, S.U.N, high-throughput, microED

TL;DR: ML model predicted ZnVO3; pathways of synthesis were generate; a ultrafast synthesis captured it; and a comprehensive charaterization (in-XRD+TEM+TGA) confirmed the success

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/10.1016/j.xcrp.2025.102799

Submission Number: 86