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Publication date Communities Collections Article title Author(s) Journal/Conference
6 Dec 2022 SERC Institute for Infocomm Research PASE: An autonomous sequential framework for the state estimation of dynamical systems Harikumar Kandath, Md Meftahul Ferdaus, Zhen Wei Ng, Bangjian Zhou, Suresh Sundaram, Xiaoli Li, Senthilnath Jayavelu Expert Systems with Applications
30 Nov 2022 SERC Institute for Infocomm Research Extracting film thickness and optical constants from spectrophotometric data by evolutionary optimization Rajdeep Dutta, Siyu Isaac Parker Tian, Zhe Liu, Madhavkrishnan Lakshminarayanan, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Vijila Chellappan, Tonio Buonassisi, Senthilnath Jayavelu PLOS ONE
19 Nov 2022 SERC Institute for Infocomm Research A decentralized learning strategy to restore connectivity during multi-agent formation control (Pending publish) Rajdeep Dutta, Harikumar Kandath, Senthilnath Jayavelu, Li Xiaoli, Suresh Sundaram, Daniel Pack Neurocomputing
18 Oct 2022 SERC Institute for Infocomm Research Latent Preserving Generative Adversarial Network for Imbalance Classification Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein Abbass 2022 IEEE International Conference on Image Processing (ICIP)
17 Oct 2022 SERC Institute for Infocomm Research Data Oversampling with Structure Preserving Variational Learning Indu Solomon, Senthilnath Jayavelu, Md Meftahul Ferdaus, Uttam Kumar Proceedings of the 31st ACM International Conference on Information & Knowledge Management
27 Sep 2022 SERC Institute for Infocomm Research DO-GAN: A Double Oracle Framework for Generative Adversarial Networks Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, Xiaoli Li 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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)
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