Work

Enhancing high-dimensional neural network potential accuracy in OLED systems via element relabeling

Year: 2026

Type: article

Abstract: Accurate atomistic simulations are essential for understanding organic light-emitting diode (OLED) materials in complex condensed-phase environments.

Source: Digital Discovery

DOI: 10.1039/d5dd00579e

Authors: Yonghwan Yun, Dongmin Park, Junyoung Choi, Dong Shin Choi, Yousung Jung

Institutions: Seoul National University, LG (South Korea), Institute of Engineering Research

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: diamond

Funders: Seoul National University, LG Display, Institute for Information and Communications Technology Promotion

Awards: G2947324332, G7221596046

OpenAlex ID: W7140044605

FWCI:

Cites: 55

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Related to: 10