Vijila Chellappan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Mass Spectrometry

Machine Learning

Top Venues

J. Chem. Inf. Model.

Knowl. Based Syst.

Publications

Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers. Knowl. Based Syst. 295 (2024)
Jin Da Tan, Balamurugan Ramalingam, Swee Liang Wong, Jayce Jian Wei Cheng, Yee-Fun Lim, Vijila Chellappan, Saif A. Khan, Jatin Kumar, Kedar Hippalgaonkar
Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization. J. Chem. Inf. Model. 63 (15) (2023)
Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
Explainable machine learning to enable high-throughput electrical conductivity optimization of doped conjugated polymers. CoRR (2023)
Siyu Isaac Parker Tian, Zekun Ren, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Felipe Oviedo, J. Senthilnath, Vijila Chellappan, Yee-Fun Lim, Armin G. Aberle, Benjamin P. MacLeod, Fraser G. L. Parlane, Curtis P. Berlinguette, Qianxiao Li, Tonio Buonassisi, Zhe Liu
Transfer Learning for Rapid Extraction of Thickness from Optical Spectra of Semiconductor Thin Films. CoRR (2022)