Enhancing molecular design efficiency: Uniting language models and generative networks with genetic algorithms

Computer Science

• Language Modeling 100%
• Generative Adversarial Networks 100%
• Genetic Algorithm 100%
• Generative Model 66%
• Superior Performance 33%
• Network Architecture 33%
• Natural Language Processing 33%
• Deep Learning Model 33%
• Hybrid Architecture 33%
• Virtual Library 33%
• Synthetic Data 33%
• Masked Language Model 33%

Engineering

• Genetic Algorithm 100%
• Molecular Design 100%
• Generative Model 100%
• Limitations 33%
• Real Data 33%
• Polymer Science 33%
• Inverse Design Method 33%
• Natural Language Processing 33%
• Deep Learning Method 33%

Biochemistry, Genetics and Molecular Biology

• Population Size 100%
• Genetic Algorithm 100%
• Natural Language Processing 100%
• Heuristics 100%