Transforming the Synthesis of Carbon Nanotubes with Machine Learning Models and Automation

Yue Li, Liu Qian, Jin Zhang

Keywords: machine learning, automation, carbon nanotubes, synthesis, catalyst design

TL;DR: We developed CARCO, an AI-driven platform that enables precise synthesis of high-density horizontally aligned carbon nanotube arrays, overcoming novel catalyst design and array density control in just 43 days.

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 8th 2024, 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.matt.2024.11.007

Submission Number: 153