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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
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