Open Macromolecular Genome: Generative Design of Synthetically Accessible Polymers

Keyphrases

• Polymer Design 100%
• Generative Design 100%
• Generative Models 66%
• Polymerization Reaction 66%
• Polymer Science 66%
• Synthetic Polymers 66%
• Recent Advances 33%
• Design Space 33%
• Reaction Pathway 33%
• Design Approach 33%
• Repeating Unit 33%
• Octanol-water 33%
• Structure-property Relationships 33%
• Reaction Conditions 33%
• Target Design 33%
• Commercially Available 33%
• Water Solubility 33%
• De-novo Design 33%
• Grand Challenges 33%
• Functional Polymers 33%
• Chemical Space 33%
• Molecular Design 33%
• Incomplete Understanding 33%
• Polymer Chemistry 33%
• Efficient Exploration 33%
• Polymeric Materials 33%
• Synthesizable 33%
• Data Sparsity 33%
• Deep Generative Modeling 33%
• Chefs 33%
• Polymer Database 33%
• Reaxys 33%
• Predictive Design 33%
• Synthetic Feasibility 33%

Material Science

• Polymer 100%
• Polymerization 33%
• Synthetic Polymer 22%
• Functional Polymer 11%
• Polymer Chemistry 11%
• De Novo Design 11%
• Catalyst 11%