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cond-mat.mtrl-sci2020★ 162 cited
Polymer Informatics with Multi-Task Learning
Christopher Künneth, Arunkumar Chitteth Rajan, Huan Tran +3
Modern data-driven tools are transforming application-specific polymer development cycles. Surrogate models that can be trained to predict the properties of new polymers are becomi…
cond-mat.mtrl-sci2019
Machine Learning Models for the Lattice Thermal Conductivity Prediction of Inorganic Materials
Lihua Chen, Huan Tran, Rohit Batra +2
The lattice thermal conductivity () is a critical property of thermoelectrics, thermal barrier coating materials and semiconductors. While accurate empirical measuremen…