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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