polyBERT: a chemical language model to enable fully machine-driven ultrafast polymer informatics

Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language

Polymer informatics with polyBERT a Prediction pipelines. The left

Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language

Bioplastic design using multitask deep learning predictors a Design

Graphical summary of the chemical space of polymers considered in this

polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics

PDF] Polymer Informatics: Current Status and Critical Next Steps

PDF) polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics

Average number of polymers that achieve all target properties

Pretrain losses for each of the 5 model configurations that were

化学语言模型polyBERT，以前所未有的速度和准确性在聚合物「宇宙」中搜索所需聚合物