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Publication date Communities Collections Article title Author(s) Journal/Conference
3 Oct 2024 SERC Institute of Materials Research and Engineering Generative Design and Experimental Validation of Non-Fullerene Acceptors for Photovoltaics (Pending publish) Jin Da Tan, Balamurugan Ramalingam, Vijila Chellappan, Nipun Kumar Gupta, Laurent Dillard, Saif A. Khan, Casey Galvin, Kedar Hippalgaonkar ACS Energy Letters
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
10 Sep 2023 SERC Institute of Materials Research & Engineering Closed‐Loop Multi‐Objective Optimization for Cu–Sb–S Photo‐Electrocatalytic Materials’ Discovery (Pending publish) Yang Bai, Zi Hui Jonathan Khoo, Riko I Made, Huiqing Xie, Carina Yi Jing Lim, Albertus Denny Handoko, Vijila Chellappan, Jianwei Jayce Cheng, Fengxia Wei, Yee‐Fun Lim, Kedar Hippalgaonkar Advanced Materials
13 Jul 2023 SERC Institute for Infocomm Research Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films 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 Digital Discovery
11 Jul 2023 SERC Institute of Materials Research and Engineering Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization Jin Da Tan, Balamurugan Ramalingam, Swee Liang Wong, Jayce Jian Wei Cheng, Yee-Fun Lim, Vijila Chellappan, Saif A. Khan, Jatin Kumar, Kedar Hippalgaonkar Journal of Chemical Information and Modeling
3 Apr 2023 SERC Institute of Materials Research & Engineering Metal Organic Framework Derived Zirconia–Carbon Nanoporous Mat for Integrated Strain Sensor Powered by Solid-State Supercapacitor (Pending publish) Brindha Ramasubramanian, Vundrala Sumedha Reddy, Ye Zhen, Seeram Ramakrishna, Vijila Chellappan Advanced Fiber Materials
30 Nov 2022 SERC Institute for Infocomm Research Extracting film thickness and optical constants from spectrophotometric data by evolutionary optimization Rajdeep Dutta, Siyu Isaac Parker Tian, Zhe Liu, Madhavkrishnan Lakshminarayanan, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Vijila Chellappan, Tonio Buonassisi, Senthilnath Jayavelu PLOS ONE
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