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Publication date Communities Collections Article title Author(s) Journal/Conference
6 Apr 2022 SERC Institute for Infocomm Research Capturing functional relations in fluid–structure interaction via machine learning Tejas Soni, Ashwani Sharma, Rajdeep Dutta, Annwesha Dutta, Senthilnath Jayavelu, Saikat Sarkar Royal Society Open Science
19 Jan 2022 SERC Institute for Infocomm Research Planning Sequential Interventions to tackle Depression in Large Uncertain Social Networks using Deep Reinforcement Learning Aye Phyu Phyu Aung, Senthilnath Jayavelu, Xiaoli Li, Bo An Neurocomputing
29 Dec 2021 SERC Institute for Infocomm Research GPS-Denied Three Dimensional Leader-Follower Formation Control Using Deep Reinforcement Learning Robert A. Selje, Amer Al-Radaideh, Rajdeep Dutta, Senthilnath Jayavelu, Xiao-Li Li, Liang Sun AIAA SCITECH 2022 Forum
20 Dec 2021 SERC Institute for Infocomm Research An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Zekun Ren, Siyu Isaac Parker Tian, Juhwan Noh, Felipe Oviedo, Guangzong Xing, Jiali Li, Qiaohao Liang, Ruiming Zhu, Armin G. Aberle, Shijing Sun, Xiaonan Wang, Yi Liu, Qianxiao Li, Senthilnath Jayavelu, Kedar Hippalgaonkar, Yousung Jung, Tonio Buonassisi Matter
8 Dec 2021 SERC Institute for Infocomm Research Comparing data driven and physics inspired models for hopping transport in organic field effect transistors Madhavkrishnan Lakshminarayanan, Rajdeep Dutta, D. V. Maheswar Repaka, Senthilnath Jayavelu, Wei Lin Leong, Kedar Hippalgaonkar Scientific Reports
5 Nov 2021 SERC Institute for Infocomm Research Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine Learning Armi Tiihonen, Sarah J. Cox-Vazquez, Qiaohao Liang, Mohamed Ragab, Zekun Ren, Noor Titan Putri Hartono, Zhe Liu, Shijing Sun, Cheng Zhou, Nathan C. Incandela, Jakkarin Limwongyut, Alex S. Moreland, Senthilnath Jayavelu, Guillermo C. Bazan, Tonio Buonassisi Journal of the American Chemical Society
28 Jun 2021 SERC Institute for Infocomm Research Transfer Learning-Based Artificial Intelligence-Integrated Physical Modeling to Enable Failure Analysis for 3 Nanometer and Smaller Silicon-Based CMOS Transistors Jieming Pan, Kain Lu Low, Joydeep Ghosh, Senthilnath Jayavelu, Md Meftahul Ferdaus, Shang Yi Lim, Evgeny Zamburg, Yida Li, Baoshan Tang, Xinghua Wang, Jin Feng Leong, Savitha Ramasamy, Tonio Buonassisi, Chen-Khong Tham, Aaron Voon-Yew Thean ACS Applied Nano Materials
20 Apr 2021 SERC Institute for Infocomm Research Two-step machine learning enables optimized nanoparticle synthesis Flore Mekki-Berrada, Zekun Ren, Tan Huang, Wai Kuan Wong, Fang Zheng, Jiaxun Xie, Isaac Parker Siyu Tian, Senthilnath Jayavelu, Zackaria Mahfoud, Daniil Bash, Kedar Hippalgaonkar, Saif Khan, Tonio Buonassisi, Qianxiao Li, Xiaonan Wang npj Computational Materials