GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices

Keyphrases

• Organic Photovoltaics 100%
• Enhanced Power Conversion Efficiency 100%
• Efficiency Prediction 100%
• Synergize 100%
• Molecular Graph 100%
• Power Conversion Efficiency 60%
• Chemical Space 40%
• Low Data Regimes 40%
• Predictive Models 20%
• Drug Discovery 20%
• Efficiency Improvement 20%
• Molecular Representation 20%
• Precise Prediction 20%
• Training Data 20%
• Molecular Properties 20%
• Donor Molecules 20%
• Informed Decision-making 20%
• Acceptor Molecules 20%
• Efficiency Value 20%
• Materials Discovery 20%
• Structural Representation 20%
• Efficient Exploration 20%
• Scientific Endeavor 20%
• Prediction Task 20%
• Multimodal Representation 20%
• Large-scale Training 20%
• Large Language Models 20%
• Molecular Property Prediction 20%
• Property Description 20%
• Sider 20%

Material Science

• Photovoltaics 100%
• Organic Solar Cells 100%