TransPolymer: a Transformer-based language model for polymer

A schematic of property coloring featurization. The polymer sequence is

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Introducing pre-trained transformers for high entropy alloy informatics - ScienceDirect

PolyNC: a natural and chemical language model for the prediction of unified polymer properties - Chemical Science (RSC Publishing) DOI:10.1039/D3SC05079C

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PDF] MOFormer: Self-Supervised Transformer Model for Metal–Organic Framework Property Prediction

Introducing pre-trained transformers for high entropy alloy informatics - ScienceDirect

Harnessing GPT-3.5 for text parsing in solid-state synthesis – case study of ternary chalcogenides - Digital Discovery (RSC Publishing) DOI:10.1039/D3DD00202K

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

Polymer informatics with TransBERT. a Prediction pipeline.

Neural network schematic The schematic plot of the simple

Yuyang Wang Publications

TransPolymer: a Transformer-based Language Model for Polymer Property Predictions

ENLSP NeurIPS Workshop 2023 ENLSP highlights some fundamental problems in NLP and speech processing related to efficiency of the models, training and inference for the general ML and DL communities.

Prediction performances of the GCN-NN models depending on the