[Case Presentation] Panasonic New Design of Materials for Organic Electronics

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**Summary** ■ Significant time reduction and cost savings Development and evaluation of three new material design methods Enumeration and screening of 14 million molecules Conducted 9,000 DFT calculations Identified over 50 molecules with target performance characteristics ■ Performance improvement Identified molecules with hole regeneration energy lower than that of known molecules in the training dataset (up to 22% reduction) ■ Development of highly predictive machine learning (ML) models Utilized 250,000 molecular data for DFT calculations ■ Proposals from a new perspective The high-performance new material design methods can complement enumeration and virtual screening of molecules *For more details, please refer to the PDF document or feel free to contact us.*

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For more details, please refer to the PDF document or feel free to contact us.