Extrapolative Bayesian optimization with Gaussian process and neural network ensemble surrogate models

by Lim, Yee-Fun, Ng, Chee Koon, Vaitesswar, U. S., Hippalgaonkar, Kedar
Published 2022

Mapping pareto fronts for efficient multi-objective materials discovery

by Low, Andre Kai Yuan, Vissol-Gaudin, Eleonore, Lim, Yee-Fun, Hippalgaonkar, Kedar
Published 2024

Room temperature sequential ionic deposition (SID) of Ag2S nanoparticles on TiO2 hierarchical spheres for enhanced catalytic efficiency

by Ong Wei Li, Lim Yee Fun, Ong Lay Ting June, Ho Ghim Wei
Published 2016

Experimentally validated inverse design of multi-property Fe-Co-Ni alloys

by Padhy, Shakti P., Chaudhary, Varun, Lim, Yee-Fun, Zhu, Ruiming, Thway, Muang, Hippalgaonkar, Kedar, Ramanujan, Raju V.
Published 2024

Transfer learning of full molecular weight distributions via high-throughput computer-controlled polymerization

by Tan, Jin Da, Ramalingam, Balamurugan, Wong, Swee Liang, Cheng, Jayce Jian Wei, Lim, Yee-Fun, Chellappan, Vijila, Khan, Saif A., Kumar, Jatin, Hippalgaonkar, Kedar
Published 2023

Carrier control in 2D transition metal dichalcogenides with-Al2O3 dielectric (vol 9, 8769, 2019)

by Lau, Chit Siong, Chee, Jing Yee, Thian, Dickson, Kawai, Hiroyo, Deng, Jie, Wong, Swee Liang, Ooi, Zi En, Lim, Yee-Fun, Goh, Kuan Eng Johnson
Published 2022

Multi-objective synthesis optimization and kinetics of a sustainable terpolymer

by Tan, Jin Da, Low, Andre Kai Yuan, Thoi, Shannon Rui Ying, Tan, Sze Yu, Zhao, Wenguang, Lim, Yee-Fun, Li, Qianxiao, Khan, Saif A., Ramalingam, Balamurugan, Hippalgaonkar, Kedar
Published 2025

Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs

by Low, Andre Kai Yuan, Mekki-Berrada, Flore, Gupta, Abhishek, Ostudin, Aleksandr, Xie, Jiaxun, Vissol-Gaudin, Eleonore, Lim, Yee-Fun, Li, Qianxiao, Ong, Yew Soon, Khan, Saif A., Hippalgaonkar, Kedar
Published 2024

Photoelectrochemical Water-Splitting Using CuO-Based Electrodes for Hydrogen Production: A Review

by Siavash Moakhar, R., Hosseini-Hosseinabad, Seyed Morteza, Masudy-Panah, Saeid, Seza, Ashkan, Jalali, Mahsa, Fallah-Arani, Hesam, Dabir, Fatemeh, Gholipour, Somayeh, Abdi, Yaser, Bagheri-Hariri, Mohiedin, Riahi-Noori, Nastaran, Lim, Yee-Fun, Hagfeldt, Anders, Saliba, Michael
Published 2022

Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

by Tian, Siyu Isaac Parker, Ren, Zekun, Venkataraj, Selvaraj, Cheng, Yuanhang, Bash, Daniil, Oviedo, Felipe, Jayavelu, Senthilnath, Chellappan, Vijila, Lim, Yee-Fun, Aberle, Armin Gerhard, MacLeod, Benjamin P, Parlane, Fraser GL, Berlinguette, Curtis P, Li, Qianxiao, Buonassisi, Tonio, Liu, Zhe
Published 2023

Machine-learning-assisted discovery of mechanosynthesized lead-free metal halide perovskites for the oxidative photocatalytic cleavage of alkenes

by Xiao, Yonghao, Choudhuri, Khokan, Thanetchaiyakup, Adisak, Chan, Wei Xin, Hu, Xinwen, Sadek, Mansour, Tam, Ying Hern, Loh, Ryan Guanying, Sharifah Nadhirah Binte Shaik Mohammed, Lim, Kendric Jian Ying, Ten, Ju Zheng, Garcia, Felipe, Chellappan, Vijila, Choksi, Tej S., Lim, Yee‐Fun, Soo, Han Sen
Published 2024

Artificial Synapses Based on Multiterminal Memtransistors for Neuromorphic Application

by Wang, Lin, Liao, Wugang, Wong, Swee Hang, Yu, Zhi Gen, Li, Sifan, Lim, Yee-Fun, Feng, Xuewei, Tan, Wee Chong, Huang, Xin, Chen, Li, Liu, Liang, Chen, Jingsheng, Gong, Xiao, Zhu, Chunxiang, Liu, Xinke, Zhang, Yong-Wei, Chi, Dongzhi, Ang, Koh-Wee
Published 2020

An object-oriented framework to enable workflow evolution across materials acceleration platforms

by Leong, Chang Jie, Low, Andre Kai Yuan, Recatala-Gomez, Jose, Velasco, Pablo Quijano, Vissol-Gaudin, Eleonore, Tan, Jin Da, Ramalingam, Balamurugan, Made, Riko I, Pethe, Shreyas Dinesh, Sebastian, Saumya, Lim, Yee-Fun, Khoo, Jonathan Zi Hui, Bai, Yang, Cheng, Jayce Jian Wei, Hippalgaonkar, Kedar
Published 2023

Multi-fidelity high-throughput optimization of electrical conductivity in P3HT-CNT composites

by Bash, Daniil, Cai, Yongqiang, Chellappan, Vijila, Wong, Swee Liang, Xu, Yang, Kumar, Pawan, Tan, Jin Da, Abutaha, Anas, Cheng, Jayce J. W., Lim, Yee‐Fun, Tian, Siyu Isaac Parker, Ren, Zekun, Mekki‐Berrada, Flore, Wong, Wai Kuan, Xie, Jiaxun, Kumar, Jatin, Khan, Saif A., Li, Qianxiao, Buonassisi, Tonio, Hippalgaonkar, Kedar
Published 2022

Surface charge as activity descriptors for electrochemical CO₂ reduction to multi-carbon products on organic-functionalised Cu

by Lim, Carina Yi Jing, Yilmaz, Meltem, Arce-Ramos, Juan Manuel, Handoko, Albertus D., Teh, Wei Jie, Zheng, Yuangang, Khoo, Jonathan Zi Hui, Lin, Ming, Isaacs, Mark, Tam, Dexter Teck Lip, Bai, Yang, Ng, Chee Koon, Yeo, Boon Siang, Sankar, Gopinathan, Parkin, Ivan P., Hippalgaonkar, Kedar, Sullivan, Michael B., Zhang, Jia, Lim, Yee-Fun
Published 2023