CMOMO is an evolutionary framework that balances multi-property optimization with constraint satisfaction in latent molecular space and outperforms five baselines on four tasks.
Simultaneously optimizing multiple properties of β-glucosidase Bgl6 using combined (semi-) rational design strategies and investigation of the underlying mechanisms
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Balancing property optimization and constraint satisfaction for constrained multi-property molecular optimization
CMOMO is an evolutionary framework that balances multi-property optimization with constraint satisfaction in latent molecular space and outperforms five baselines on four tasks.