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Gowtham Muniraju
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Machine learning for solar array monitoring, optimization, and control
S Rao, S Katoch, V Narayanaswamy, G Muniraju, C Tepedelenlioglu, ...
Springer Nature, 2022
512022
Dropout and Pruned Neural Networks for Fault Classification in Photovoltaic Arrays
S Rao, G Muniraju, C Tepedelenlioglu, D Srinivasan, G Tamizhmani, ...
IEEE Access 9, 120034-120042, 2021
332021
Analysis and Design of Robust Max Consensus for Wireless Sensor Networks
G Muniraju, C Tepedelenlioglu, A Spanias
IEEE Transactions on Signal and Information Processing over Networks 5 (4 …, 2019
332019
Shading prediction, fault detection, and consensus estimation for solar array control
S Katoch, G Muniraju, S Rao, A Spanias, P Turaga, C Tepedelenlioglu, ...
2018 IEEE Industrial Cyber-Physical Systems (ICPS), 217-222, 2018
282018
Location Based Distributed Spectral Clustering for Wireless Sensor Networks
G Muniraju, S Zhang, C Tepedelenlioglu, MK Banavar, A Spanias, ...
2017 Sensor Signal Processing for Defence Conference (SSPD), 1-5, 2017
282017
A cyber-physical photovoltaic array monitoring and control system
G Muniraju, S Rao, S Katoch, A Spanias, C Tepedelenlioglu, P Turaga, ...
Cyber Warfare and Terrorism: Concepts, Methodologies, Tools, and …, 2020
242020
Fault classification in photovoltaic arrays using graph signal processing
J Fan, S Rao, G Muniraju, C Tepedelenlioglu, A Spanias
2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS) 1, 315-319, 2020
212020
Location estimation and detection in wireless sensor networks in the presence of fading
X Zhang, C Tepedelenlioğlu, MK Banavar, A Spanias, G Muniraju
Physical Communication 32, 62-74, 2019
162019
Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization
G Muniraju, B Kailkhura, JJ Thiagarajan, PT Bremer, C Tepedelenlioglu, ...
IEEE transactions on neural networks and learning systems 32 (3), 1241-1253, 2020
142020
Consensus Based Distributed Spectral Radius Estimation
G Muniraju, C Tepedelenlioglu, A Spanias
IEEE Signal Processing Letters 27, 1045-1049, 2020
92020
Max Consensus in the Presence of Additive Noise
G Muniraju, C Tepedelenlioglu, A Spanias, S Zhang, MK Banavar
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1408-1412, 2018
62018
Distributed Spectral Radius Estimation in Wireless Sensor Networks
G Muniraju, C Tepedelenlioglu, A Spanias
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1506-1510, 2019
52019
Multidisciplinary modules on sensors and machine learning
A Dixit, US Shanthamallu, A Spanias, S Rao, S Katoch, MK Banavar, ...
ASEE Annual Conference and Exposition, Conference Proceedings 2018, 2018
52018
Distributed Quantiles Estimation of Sensor Network Measurements
J Lee, C Tepedelenlioglu, A Spanias, G Muniraju
International Journal of Smart Security Technologies (IJSST) 7 (2), 38-61, 2020
42020
Controlled Random Search Improves Sample Mining and Hyper-Parameter Optimization
G Muniraju, B Kailkhura, JJ Thiagarajan, P Bremer
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2018
42018
Studies to Combat COVID-19 using Science and Engineering
D Barry, H Kanematsu
Springer, 2022
32022
Introducing machine learning concepts using hands-on Android-based exercises
B Ayotte, J Au-Yeung, MK Banavar, D Barry, G Muniraju, S Rao, ...
2019 IEEE Frontiers in Education Conference (FIE), 1-5, 2019
32019
Board 132: Multidisciplinary Modules on Sensors and Machine Learning
A Dixit, US Shanthamallu, AS Spanias, S Rao, S Katoch, MK Banavar, ...
2018 ASEE Annual Conference & Exposition, 2018
32018
Distributed Edge Counting for Wireless Sensor Networks
G Muniraju, C Tepedelenlioglu, A Spanias
2021 55th Asilomar Conference on Signals, Systems, and Computers, 767-771, 2021
22021
Systems and methods for consensus-based distributed graph spectral radius estimation
A Spanias, C Tepedelenlioglu, G Muniraju
US Patent 11,765,609, 2023
12023
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