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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
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