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

PDF] Polymer Informatics: Current Status and Critical Next Steps

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. - Abstract - Europe PMC

A perspective on data-driven screening and discovery of polymer membranes for gas separation, from the molecular structure to the industrial performance

Chemical Space to Material Discovery: Simulations and Machine Learning Leading the Way

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

Polymer informatics with polyBERT a Prediction pipelines. The left

Researcher develops high-performance digital system for tailoring polymers - Rapid and precise prediction of polymer properties

TransPolymer: a Transformer-based language model for polymer property predictions

Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing

Workflow of data-driven surrogate modeling and property prediction with

PDF] A graph representation of molecular ensembles for polymer property prediction

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