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Publication date Communities Collections Article title Author(s) Journal/Conference
21 Aug 2023 SERC Institute of Sustainability for Chemicals, Energy and Environment Machine learning-assisted optimization of multi-metal hydroxide electrocatalysts for overall water splitting Carina Yi Jing Lim, Riko I Made, Zi Hui Jonathan Khoo, Chee Koon Ng, Yang Bai, Jianbiao Wang, Gaoliang Yang, Albertus D. Handoko, Yee-Fun Lim Materials Horizons
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
20 Jan 2023 SERC Institute of Materials Research and Engineering Surface charge as activity descriptors for electrochemical CO2 reduction to multi-carbon products on organic-functionalised Cu Carina Yi Jing Lim, Meltem Yilmaz, Juan Manuel Arce-Ramos, Albertus D. Handoko, Wei Jie Teh, Yuangang Zheng, Zi Hui Jonathan Khoo, Ming Lin, Mark Isaacs, Teck Lip Dexter Tam, Yang Bai, Chee Koon Ng, Boon Siang Yeo, Gopinathan Sankar, Ivan P. Parkin, Kedar Hippalgaonkar, Michael B. Sullivan, Jia Zhang, Yee-Fun Lim Nature Communications
16 Sep 2021 SERC Institute of Materials Research and Engineering Extrapolative Bayesian Optimization with Gaussian Process and Neural Network Ensemble Surrogate Models Yee-Fun Lim, Chee Koon Ng, U.S. Vaitesswar, Kedar Hippalgaonkar Advanced Intelligent Systems
19 Jun 2019 SERC Institute of Materials Research and Engineering Carrier control in 2D transition metal dichalcogenides with Al2O3 dielectric Chit Siong Lau, Jing Yee Chee, Dickson Thian, Hiroyo Kawai, Jie Deng, Swee Liang Wong, Zi En Ooi, Yee-Fun Lim, Kuan Eng Johnson Goh Scientific Reports