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Vikas Kumar
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Evaluation of nine machine learning regression algorithms for calibration of low-cost PM2. 5 sensor
V Kumar, M Sahu
Journal of Aerosol Science 157, 105809, 2021
762021
Application of deep Q-learning for wheel mobile robot navigation
PK Mohanty, AK Sah, V Kumar, S Kundu
2017 3rd International Conference on Computational Intelligence and Networks …, 2017
222017
Significance of sources and size distribution on calibration of low-cost particle sensors: Evidence from a field sampling campaign
V Malyan, V Kumar, M Sahu
Journal of Aerosol Science 168, 106114, 2023
212023
Spatiotemporal analysis of fine particulate matter for India (1980–2021) from MERRA-2 using ensemble machine learning
V Kumar, V Malyan, M Sahu, B Biswal, M Pawar, I Dev
Atmospheric Pollution Research 14 (8), 101834, 2023
82023
Significance of meteorological feature selection and seasonal variation on performance and calibration of a low-cost particle sensor
V Kumar, V Malyan, M Sahu
Atmosphere 13 (4), 587, 2022
52022
Source Apportionment of Particulate Matter by Application of Machine Learning Clustering Algorithms
V Kumar, M Sahu, P Biswas
Aerosol and Air Quality Research 22 (3), 210240, 2022
52022
Log-based reward field function for deep-Q-learning for online mobile robot navigation
AK Sah, PK Mohanty, V Kumar, A Chhotray
Computational Intelligence in Data Mining: Proceedings of the International …, 2019
42019
Calibrating low-cost sensors using MERRA-2 reconstructed PM2. 5 mass concentration as a proxy
V Malyan, V Kumar, M Sahu, J Prakash, S Choudhary, R Raliya, ...
Atmospheric Pollution Research 15 (3), 102027, 2024
32024
Evaluating the performance of low-cost PM sensors over multiple COALESCE network sites
VR Dharaiya, V Malyan, V Kumar, M Sahu, C Venkatraman, P Biswas, ...
Aerosol and air quality research 23 (5), 220390, 2023
32023
Machine Learning Classification Model to Label Sources Derived from Factor Analysis Receptor Models for Source Apportionment
V Kumar, V Malyan, M Sahu, B Biswal
Aerosol and Air Quality Research 23 (7), 220386, 2023
22023
Design and Experimental Investigation of a Natural Draft Improved Biomass Cookstove
V Kumar, KJ Baishya, P Kalita
i-Manager's Journal on Mechanical Engineering 8 (3), 17, 2018
22018
Assessing the spatial transferability of calibration models across a low-cost sensors network
V Malyan, V Kumar, M Moni, M Sahu, J Prakash, S Choudhary, R Raliya, ...
Journal of Aerosol Science 181, 106437, 2024
12024
Aerosol Sources Characterization and Apportionment from Low-Cost Particle Sensors in an Urban Environment
V Kumar, V Malyan, M Sahu, B Biswal
Atmospheric Environment: X, 100271, 2024
12024
Real-Time Source Apportionment of Particulate Matter from Low-Cost Particle Sensors Using Machine Learning
V Kumar, M Sahu, B Biswal, J Prakash, S Choudhary, R Raliya, ...
Aerosol Science and Engineering, 1-11, 2024
2024
Improving Air Quality Monitoring in G20 Countries Through Low-Cost Sensor-Satellite Synergies
V Malyan, C Venkatraman, M Sahu, P Biswas, V Kumar, Y Mayya
Indian Institute of Technology Bombay, 2023
2023
PM2. 5 Reconstruction using MERRA-2 using Ensemble Machine Learning Approach and Long-term Analysis for India (1980-2021)
V Kumar, V Malyan, M Sahu
EGU General Assembly Conference Abstracts, EGU-10764, 2023
2023
Design and Implementation of an Autonomous Surveillance Mobile Robot
V Kumar, AK Sah, PK Mohanty
i-Manager's Journal on Future Engineering and Technology 14 (2), 42, 2018
2018
Design and Implementation of an Autonomous Surveillance Mobile Robot with Obstacle Avoidance Capabilities using Raspberry Pi
V Kumar, AK Sah, PK Mohanty
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