Jordan P. Lightstone

Machine-learning predictions of polymer properties with Polymer Genome

Tran Doan Huan, Chiho Kim, Lihua Chen et al. · Journal of Applied Physics · 2020 · 248 citations · Full text

Engineering, Machine Learning, Molecular Biology +18

Frequency-dependent dielectric constant prediction of polymers using machine learning

Lihua Chen, Chiho Kim, Rohit Batra et al. · npj Computational Materials · 2020 · 178 citations · Full text

Materials Science, Electrical Engineering, Dielectric Constant +15

Refractive index prediction models for polymers using machine learning

Jordan P. Lightstone, Lihua Chen, Chiho Kim et al. · Journal of Applied Physics · 2020 · 52 citations

Engineering, Machine Learning, Mechanical Engineering +22

Data-assisted polymer retrosynthesis planning

Lihua Chen, Joseph Kern, Jordan P. Lightstone et al. · Applied Physics Reviews · 2021 · 32 citations

Combinatorial Chemistry, Engineering, Machine Learning +13