Work

Machine learning-assisted profiling of a kinked ladder polymer structure using scattering

Year: 2025

Type: article

Abstract: Ladder polymers consisting of fused rings in the backbone have very limited conformational freedom, which results in very different properties from traditional linear polymers.

Source: Digital Discovery

DOI: 10.1039/d5dd00051c

Authors: Lijie Ding, Chi-Huan Tung, Zhiqiang Cao, Zekun Ye, Xiaodan Gu, Yan Xia, Wei-Ren Chen, Changwoo Do

Institutions: Oak Ridge National Laboratory, Stanford University, University of Southern Mississippi

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: diamond

Funders: U.S. Department of Energy, Battelle, UT-Battelle, Office of Science, Oak Ridge National Laboratory

Awards: G1026679911, G121915436, G1645119126, G166562317, G203625172, G2988778103, G313676650, PRECISE CHAIN CONFORMATION CONTROL FOR CONJUGATED POLYMERS IN ORGANIC ELECTRONIC THIN FILM DEVICES, G4423657506, G5726405315, G675320460, G8269158468, G8906985441, G8943143067

OpenAlex ID: W4410548116

FWCI: 1.46

Cites: 48

Cited by: 7

Related to: 10