Work

Transfer learning accelerated discovery of conjugated oligomers for advanced organic photovoltaics

Year: 2025

Type: article

Abstract: Transfer learning followed by density functional theory accelerates material discovery of conjugated oligomers for high-efficiency organic photovoltaic materials.

Source: Molecular Systems Design & Engineering

DOI: 10.1039/d4me00188e

Authors: Siyan Deng, Jing Xiang Ng, Shuzhou Li

Institution: Nanyang Technological University

Language: English

Topic: Organic Electronics and Photovoltaics

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Research Foundation, National Research Foundation Singapore, Ministry of Education - Singapore, Ministry of Education, India, National Supercomputing Centre Singapore

Awards: G337908427, G6910003975

OpenAlex ID: W4408992918

FWCI: 1.155

Cites: 65

Cited by: 5

Related to: 10