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Publication date Communities Collections Article title Author(s) Journal/Conference
24 Aug 2023 SERC Institute for Infocomm Research Early prediction of battery remaining useful life using AI and physics (Pending publish) Edwin Khoo 10th International Congress on Industrial and Applied Mathematics
31 May 2023 SERC Institute for Infocomm Research Adaptive-saturated RNN: Remember more with less instability Khoi Minh Nguyen-Duy, Quang Pham, Binh Nguyen International Conference on Learning Representations
28 May 2023 SERC Institute for Infocomm Research Fast and Efficient Malware Detection with Joint Static and Dynamic Features Through Transfer Learning (Pending publish) Mao V. Ngo, Tram Truong-Huu, Dima Rabadi, Jia Yi Loo, Sin G. Teo Applied Cryptography and Network Security
11 Jan 2023 SERC Institute for Infocomm Research Predicting the Textural Properties of Plant-Based Meat Analogs with Machine Learning Sezin Kircali Ata, Jing K. Shi, Xuesi Yao, Xin Yi Hua, Sumanto Haldar, Jie Hong Chiang, Min Wu Foods
18 Sep 2022 SERC Institute for Infocomm Research A Deep Learning Platform for Language Education Research and Development Kye Min Tan, Richeng Duan, Xin Huang, Bowei Zou, Xuan Long Do Interspeech 2022
23 Jul 2022 SERC Institute for Infocomm Research Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity Sebastian Shenghong Tay, Chuan Sheng Foo, Urano Daisuke, Richalynn Leong, Bryan Kian Hsiang Low International Conference on Machine Learning
21 Jun 2022 SERC Institute for Infocomm Research A Simulation Approach to Analyze Bridge-Defects in a 6T-SRAM Bit Cell Joydeep Ghosh, Shang Yi Lim, Ferdaus Md. Meftahul, Senthilnath Jayavelu, Aaron Voon-Yew Thean 2022 6th IEEE Electron Devices Technology Manufacturing Conference (EDTM)
30 May 2022 SERC Institute for Infocomm Research Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong IEEE Transactions on Dependable and Secure Computing
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
14 Mar 2022 SERC Institute of Materials Research and Engineering Autonomous high-throughput computations in catalysis Stephan N. Steinmann, Angga Hermawan, Mohammed Bin Jassar, Zhi Wei Seh Chem Catalysis