Traditional machine learning has advanced polymer discovery, yet direct generation of chemically valid and synthesizable polymers without exhaustive enumeration remains a challenge. Here we present ...

The evolution of neural network architectures for sequence modeling has witnessed substantial advancements over the past few decades. Recurrent Neural Networks (RNNs), introduced by 1, established ...

CAVG is structured around an Encoder-Decoder framework, comprising encoders for Text, Emotion, Vision, and Context, alongside a Cross-Modal encoder and a Multimodal decoder. Recently, the team led by ...