Benchmarking study of deep generative models for inverse polymer design Article Swipe

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Benchmarking Generative grammar Inverse Computer science Artificial intelligence Mathematics Business Marketing Geometry

Tianle Yue , Lei Tao , Vikas Varshney , Ying Li ·

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YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1039/d4dd00395k · OA: W4406903299

This benchmark study evaluates deep learning-based molecular generative models on various polymer datasets. Selected models were further refined with reinforcement learning to generate hypothetical heat-resistant polymers.

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