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4 Nov 2024
SERC
Institute of Materials Research and Engineering
Multi-Objective Synthesis Optimization and Kinetics of a Sustainable Terpolymer
Jin Da Tan,
Andre K.Y. Low,
Shannon Thoi Rui Ying,
Sze Yu Tan,
Wenguang Zhao,
Yee-Fun Lim,
Qianxiao Li,
Saif A. Khan,
Balamurugan Ramalingam,
Kedar Hippalgaonkar,
Digital Discovery
16 Sep 2024
SERC
Institute of Materials Research and Engineering
Composition driven machine learning for unearthing high-strength lightweight multi-principal element alloys
Mengxing Li,
Xiu Kun Quek,
Hongli Suo,
Delvin Wuu,
Jing Jun Lee,
Wei Hock Teh,
Fengxia Wei,
Riko I. Made,
Dennis Cheng Cheh Tan,
Si Rong Ng,
Siyuan Wei,
Andre Kai Yuan Low,
Kedar Hippalgaonkar,
Yee-Fun Lim,
Pei Wang,
Chee Koon Ng
Journal of Alloys and Compounds
13 May 2024
SERC
Institute of Materials Research & Engineering
Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs
Andre K. Y. Low,
Flore Mekki-Berrada,
Abhishek Gupta,
Aleksandr Ostudin,
Jiaxun Xie,
Eléonore Vissol-Gaudin,
Yee-Fun Lim,
Qianxiao Li,
Yew Soon Ong,
Saif A. Khan,
Kedar Hippalgaonkar
npj Computational Materials
26 Dec 2023
SERC
Institute of Materials Research and Engineering
Towards a greener electrosynthesis: pairing machine learning and 3D printing for rapid optimisation of anodic trifluoromethylation
Nipun Kumar Gupta,
Yilin Guo,
Soon Yee Chang,
Jing Lin,
Zi Hui Jonathan Khoo,
Riko I Made,
Zi En Ooi,
Carina Yi Jing Lim,
Chow Hern Lee,
M. Sivapaalan,
Yee-Fun Lim,
Edwin Khoo,
Lu Wen Feng,
Yanwei Lum,
Albertus D. Handoko
RSC Sustainability
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
24 Jul 2023
SERC
Institute of Materials Research & Engineering
Optimising Ferroelectric Thin Films with Evolutionary Computation
Eléonore Vissol-Gaudin,
Yee-Fun Lim,
Kedar Hippalgaonkar
Proceedings of the Companion Conference on Genetic and Evolutionary Computation
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
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