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Molecular representation shapes the balance between target fidelity and exploration in flow based polymer generation

Zhang, Tianren
arXiv (OAI Expanded) · Papers
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chemical-physicsmachine-learningmaterials-science
Designing polymers with targeted properties requires navigating vast chemical spaces from limited labeled data. Here we introduce PolyLatentFlow, a framework based on continuous-time flow matching in latent space for unconditional and conditional polymer generation, together with LlamaUni, a multimo
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