South KoreaChemicals and materials2022 – ongoingLG Chem
Deep-learning screening of OLED materials
LG Chem shortlisted more than 60 OLED materials using AI
Problem
Finding suitable OLED materials required experiments.
Approach
Researchers built a deep-learning model to predict OLED properties. They tested AI-selected candidates.
Results
60종 이상candidate materials shortlisted in 2022, per LG Chem
Takeaway
Halving experiments remained a target.
Categories
- Size
- Large enterprise
- Industry
- Chemicals and materials
- Business function
- IT and R&D
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
[1]Financial News21 Mar 2023
Newsis reported experimental screening of OLED candidates. A 50% experiment reduction remained a target.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026
