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Publication date Communities Collections Article title Author(s) Journal/Conference
4 Nov 2024 SERC Institute of Materials Research and Engineering Multi-Objective Synthesis Optimization and Kinetics of a Sustainable Terpolymer (Pending publish) 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
3 Oct 2024 SERC Institute of Materials Research and Engineering Generative Design and Experimental Validation of Non-Fullerene Acceptors for Photovoltaics Jin Da Tan, Balamurugan Ramalingam, Vijila Chellappan, Nipun Kumar Gupta, Laurent Dillard, Saif A. Khan, Casey Galvin, Kedar Hippalgaonkar ACS Energy Letters
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
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
22 Nov 2023 SERC Institute of Materials Research and Engineering Reply to: Mobility overestimation in molybdenum disulfide transistors due to invasive voltage probes Hong Kuan Ng, Du Xiang, Ady Suwardi, Guangwei Hu, Ke Yang, Yunshan Zhao, Tao Liu, Zhonghan Cao, Huajun Liu, Shisheng Li, Jing Cao, Qiang Zhu, Zhaogang Dong, Chee Kiang Ivan Tan, DongZhi Chi, Cheng-Wei Qiu, Kedar Hippalgaonkar, Goki Eda, Ming Yang, Jing Wu Nature Electronics
10 Sep 2023 SERC Institute of Materials Research & Engineering Closed‐Loop Multi‐Objective Optimization for Cu–Sb–S Photo‐Electrocatalytic Materials’ Discovery 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
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
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
30 May 2023 SERC Institute of Materials Research and Engineering Sub-10 nm Mixing and Alloying of Cu–Ag and Cu–Ni via Accelerated Solid Diffusion Haiwen Dai, Sofia Dimitriadou, P. S. Sankara Rama Krishnan, Albertus Denny Handoko, Jose Recatala-Gomez, Yong Wang, D. V. Maheswar Repaka, Maung Thway, Chenguang Zhang, Martial Duchamp, Kedar Hippalgaonkar ACS Applied Materials & Interfaces