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Publication date Communities Collections Article title Author(s) Journal/Conference
7 May 2024 SERC Advanced Remanufacturing and Technology Centre  Decision tree approach based on food waste valorisation pathways: A case study on moisture content level of spent coffee grounds in Singapore (Pending publish) Zi Jian Lee, Si Ying Chung, Amos Wei Lun Lee, Yee Shee Tan Procedia CIRP
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 (Pending publish) 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
14 Dec 2023 SERC Institute of Materials Research & Engineering Realizing horizontal magnesium platelet deposition and suppressed surface passivation for high-performance magnesium metal batteries Gaoliang Yang, Yuanjian Li, Jianbiao Wang, Yanwei Lum, Carina Yi Jing Lim, Man-Fai Ng, Chang Zhang, Zhi Chang, Zhonghan Zhang, Albertus D. Handoko, Tanmay Ghosh, Shuzhou Li, Zdenek Sofer, Wei Liu, Yan Yao, Zhi Wei Seh Energy & Environmental Science
6 Dec 2023 SERC Institute for Infocomm Research Decomposed Prompt Tuning via Low-Rank Reparameterization Yao Xiao, Lu Xu, Jiaxi Li, Wei Lu, Xiaoli Li The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
30 May 2023 SERC Institute of Materials Research and Engineering Local microenvironment tuning induces switching between electrochemical CO2 reduction pathways Surani Bin Dolmanan, Annette Böhme, Ziting Fan, Alex J. King, Aidan Q. Fenwick, Albertus Denny Handoko, Wan Ru Leow, Adam Z. Weber, Xinbin Ma, Edwin Khoo, Harry A. Atwater, Yanwei Lum Journal of Materials Chemistry A
18 Oct 2022 SERC Institute of Materials Research and Engineering Machine learning for a sustainable energy future Zhenpeng Yao, Yanwei Lum, Andrew Johnston, Luis Martin Mejia-Mendoza, Xin Zhou, Yonggang Wen, Alán Aspuru-Guzik, Edward H. Sargent, Zhi Wei Seh Nature Reviews Materials
29 Aug 2022 SERC Institute of Materials Research and Engineering Battery Materials Discovery and Smart Grid Management using Machine Learning Andrew Jun Yao Wong, Xin Zhou, Yanwei Lum, Zhenpeng Yao, Yang Choo Chua, Yonggang Wen, Zhi Wei Seh Batteries & Supercaps
11 May 2022 SERC Institute of Materials Research and Engineering Theory-guided experimental design in battery materials research Alex Yong Sheng Eng, Chhail Bihari Soni, Yanwei Lum, Edwin Khoo, Zhenpeng Yao, S. K. Vineeth, Vipin Kumar, Jun Lu, Christopher S. Johnson, Christopher Wolverton, Zhi Wei Seh Science Advances
2 Mar 2021 SERC Institute of Materials Research and Engineering Engineering Sn‐based Catalytic Materials for Efficient Electrochemical CO 2 Reduction to Formate Ying Fan Tay, Zheng Hao Tan, Yanwei Lum ChemNanoMat
20 Feb 2021 SERC Institute for Infocomm Research Graph contextualized attention network for predicting synthetic lethality in human cancers Yahui Long, Min Wu, Yong Liu, Jie Zheng, Chee Keong Kwoh, Jiawei Luo, Xiaoli Li Bioinformatics