Work

Beyond flat: 7D optimization of electronic polymer thin films via robotic-assisted closed-loop workflows

Year: 2025

Type: article

Abstract: Semiconducting polymer thin films have broad utility in polymer electronics; however, various processing factors significantly influence film quality and performance. Simultaneously optimizing these parameters remains a challenge. To overcome this, researchers are increasingly leveraging artificial intelligence, robotics, and machine learning to enable rapid, multidimensional optimization of film properties.

Source: Matter

DOI: 10.1016/j.matt.2025.102283

Authors: Alyssa Shaw, Xiaodan Gu

Institution: University of Southern Mississippi

Language: English

Topic: Organic Electronics and Photovoltaics

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: hybrid

Estimated APC paid: $9,350

Funders: National Science Foundation, Office of Science