Aaron L. Liu

Small Data Machine Learning: Classification and Prediction of Poly(ethylene terephthalate) Stabilizers Using Molecular Descriptors

Aaron L. Liu, Rahul Venkatesh, Michael McBride et al. · ACS Applied Polymer Materials · 2020 · 29 citations

Engineering, Molecular Biology, Small Molecule Additives +19

The Solution is the Solution: Data-Driven Elucidation of Solution-to-Device Feature Transfer for π-Conjugated Polymer Semiconductors

Connor P. Callaway, Aaron L. Liu, Rahul Venkatesh et al. · ACS Applied Materials & Interfaces · 2022 · 26 citations

Data-driven Elucidation, Engineering, Materials Informatics +26

Carbon-free Solid Dispersion LiCoO2 Redox Couple Characterization and Electrochemical Evaluation for All Solid Dispersion Redox Flow Batteries

Zhaoxiang Qi, Aaron L. Liu, Gary M. Koenig · Electrochimica Acta · 2017 · 24 citations

Materials Science, Chemical Engineering, Engineering +10

Data Science Guided Experiments Identify Conjugated Polymer Solution Concentration as a Key Parameter in Device Performance

Rahul Venkatesh, Yulong Zheng, Campbell Viersen et al. · ACS Materials Letters · 2021 · 23 citations

Engineering, Organic Electronics, Chemistry +18

Overlap concentration generates optimum device performance for DPP-based conjugated polymers

Rahul Venkatesh, Yulong Zheng, Aaron L. Liu et al. · Organic Electronics · 2023 · 18 citations · Full text

Materials Science, Polymer Material, Engineering +9