Published in Chemical Science, 2024
Using large language model to predict polymer properties.
Recommended citation: Chem. Sci., 2024,15, 534-544.
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Published in npj Computational Materials, 2024
On-demand reverse design of polymers through large language model.
Recommended citation: npj Comput. Mater., 2024, 10, 273.
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Published in Macromolecules, 2024
GNN combined with data augmentation to improve model performance.
Recommended citation: Macromolecules 2024, 57, 8, 3515–3528.
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Published in J. Mater. Chem. C, 2023
Design of polyimides with targeted glass transition temperature using a graph neural network.
Recommended citation: J. Mater. Chem. C, 2023,11, 2930-2940
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Published in Polymer, 2022
Deep neural network for polymer viscosity prediction.
Recommended citation: Polymer, 2022, 256, 125216.
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