MSRA-team @ MSRA Shanghai
Nice team, mice mentors, nice teammates, nice experience. Lol. 
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portfolio
Portfolio item number 2
Short description of portfolio item number 2 
publications
Highly accurate prediction of viscosity of epoxy resin and diluent at various temperatures utilizing machine learning
Published in Polymer, 2022
Deep neural network for polymer viscosity prediction.
Recommended citation: Polymer, 2022, 256, 125216.
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Design of polyimides with targeted glass transition temperature using a graph neural network
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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Heat-Resistant Polymer Discovery by Utilizing Interpretable Graph Neural Network with Small Data
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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On-demand reverse design of polymers with PolyTAO
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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PolyNC: a natural and chemical language model for the prediction of unified polymer properties
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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talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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