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Publication date Communities Collections Article title Author(s) Journal/Conference
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
5 Mar 2024 SERC Institute for Infocomm Research Improved Drug Design using Existing Computational Models Chang Luo, Ji Wei Yoon Singapore Science and Engineering Fair
5 Mar 2024 SERC Institute for Infocomm Research Fighting Future Pandemics: A Novel Approach to In Silico Drug Discovery for Global Health Priority Pathogen Nipah Henipavirus Wanqin Lim, Ji Wei Yoon Singapore Science and Engineering Fair
11 May 2023 SERC Institute for Infocomm Research Analysis of error distribution in catalyst-adsorbate binding energies generated by GNN Loch Kean Lee, Hong Yeo, Zhuoyi Lin, J Senthilnath, Bangjian Zhou, Ji Wei Yoon SSEF 2023
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
21 Apr 2022 SERC Institute for Infocomm Research Significance of activation functions in developing an online classifier for semiconductor defect detection Md Meftahul Ferdaus, Bangjian Zhou, Ji Wei Yoon, Kain Lu Low, Jieming Pan, Joydeep Ghosh, Min Wu, Xiaoli Li, Aaron Voon-Yew Thean, J. Senthilnath Knowledge-Based Systems