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22 Apr 2024
SERC
Institute for Infocomm Research
Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers
Ji Wei Yoon,
Adithya Kumar,
Pawan Kumar,
Kedar Hippalgaonkar,
J Senthilnath,
Vijila Chellappan
Knowledge-Based Systems
28 Sep 2022
SERC
Institute for Infocomm Research
Enabling high-throughput electrical conductivity optimization of doped conjugated polymers using explainable machine learning
Ji Wei Yoon,
Adithya Kumar,
Pawan Kumar,
Kedar Hippalgaonkar,
J Senthilnath,
Chellappan Vijila
2nd International Conference on Materials for Humanity
24 Jun 2021
SERC
Institute of Materials Research and Engineering
Multi‐Fidelity High‐Throughput Optimization of Electrical Conductivity in P3HT‐CNT Composites
Daniil Bash,
Yongqiang Cai,
Vijila Chellappan,
Swee Liang Wong,
Xu Yang,
Pawan Kumar,
Jin Da Tan,
Anas Abutaha,
Jayce JW Cheng,
Yee‐Fun Lim,
Siyu Isaac Parker Tian,
Zekun Ren,
Flore Mekki‐Berrada,
Wai Kuan Wong,
Jiaxun Xie,
Jatin Kumar,
Saif A. Khan,
Qianxiao Li,
Tonio Buonassisi,
Kedar Hippalgaonkar
Advanced Functional Materials
21 Oct 2020
SERC
Institute of Materials Research and Engineering
Direct measurement of the thermoelectric properties of electrochemically deposited Bi2Te3 thin films
Jose Recatala-Gomez,
Pawan Kumar,
Ady Suwardi,
Anas Abutaha,
Iris Nandhakumar,
Kedar Hippalgaonkar
Scientific Reports
8 Apr 2020
SERC
Institute of High Performance Computing
Correlating charge and thermoelectric transport to paracrystallinity in conducting polymers
Anas Abutaha,
Pawan Kumar,
Erol Yildirim,
Wen Shi,
Shuo-Wang Yang,
Gang Wu,
Kedar Hippalgaonkar
Nature Communications
26 Jul 2019
SERC
Institute of Materials Research and Engineering
Inertial Effective Mass as an Effective Descriptor for Thermoelectrics via Data-driven Evaluation
Ady Suwardi,
Daniil Bash,
Hong Kuan Ng,
Jose Recatala Gomez,
Durga Venkata Repaka,
Pawan Kumar,
Kedar Hippalgaonkar
Journal of Materials Chemistry A
17 Dec 2018
SERC
Institute of High Performance Computing
Polymer morphology and interfacial charge transfer dominate over energy-dependent scattering in organic-inorganic thermoelectrics
Pawan Kumar,
Edmond W. Zaia,
Erol Yildirim,
D. V. Maheswar Repaka,
Shuo-Wang Yang,
Jeffrey J. Urban,
Kedar Hippalgaonkar
Nature Communications
22 Feb 2016
BMRC
Singapore Institute for Clinical Sciences
Comparison of Methyl-capture Sequencing vs. Infinium 450K methylation array for methylome analysis in clinical samples
Ai Ling Teh,
Hong Pan,
Xinyi Lin,
Yubin Ives Lim,
Chinari Pawan Kumar Pantro,
Clara Yujing Cheong,
Min Gong,
Julia L. MacIsaac,
Chee-Keong Kwoh,
Michael J. Meaney,
Michael S. Kobor,
Yap-Seng Chong,
Peter D. Gluckman,
Joanna D. Holbrook,
Neerja Karnani
Epigenetics
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