Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers

no code implementations • 8 Aug 2023 • Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J Senthilnath, Vijila Chellappan

For the subset of highly conductive samples, we employed a regression model to predict their conductivities, yielding an impressive test R2 value of 0. 984.