Shruti Venkatram

Machine-learning predictions of polymer properties with Polymer Genome

Tran Doan Huan, Chiho Kim, Lihua Chen et al. · Journal of Applied Physics · 2020 · 272 citations · Full text

Natural Sciences, Bioinformatics, Materials Science +17

Critical Assessment of the Hildebrand and Hansen Solubility Parameters for Polymers

Shruti Venkatram, Chiho Kim, Anand Chandrasekaran et al. · Journal of Chemical Information and Modeling · 2019 · 264 citations

Natural Sciences, Chemical Engineering, Chemistry +13

Electrochemical Stability Window of Polymeric Electrolytes

Lihua Chen, Shruti Venkatram, Chiho Kim et al. · Chemistry of Materials · 2019 · 149 citations

Natural Sciences, Chemistry, Materials Science +17

A Deep Learning Solvent-Selection Paradigm Powered by a Massive Solvent/Nonsolvent Database for Polymers

Anand Chandrasekaran, Chiho Kim, Shruti Venkatram et al. · Macromolecules · 2020 · 84 citations

Natural Sciences, Chemical Engineering, Chemistry +16

Predicting Crystallization Tendency of Polymers Using Multifidelity Information Fusion and Machine Learning

Shruti Venkatram, Rohit Batra, Lihua Chen et al. · The Journal of Physical Chemistry B · 2020 · 67 citations

Natural Sciences, Materials Engineering, Materials Science +17