Dr. Kumar Gaurav is a dedicated academician and researcher with a Ph.D. in Computer Science and Engineering from NIT Jamshedpur and M.Tech from NIT Patna. His expertise lies in reliability analysis of safety-critical systems, with a special focus on fault monitoring in nuclear power plants. His research contributions include developing an Intelligent Fault Monitoring Framework, integrating Fuzzy Fault Tree Analysis, and utilizing Neutrosophic logic with Petri Nets to enhance the reliability of safety-critical systems.
Dr. Gaurav brings extensive teaching experience, having guided students in Database Management Systems, Software Engineering, Software Quality Assurance and Software Project Management. His commitment to academic excellence and research-driven teaching fosters an innovative learning environment for students.
EDUCATION
Ph.D - NIT Jamshedpur
M.Tech - NIT Patna
B.Tech - DCE
All the three degrees are from the department of Computer Science and Engineering of the respective public colleges/universities.
RESEARCH INTERESTS
Database Management Systems, Design and Analysis of Algorithms, Software Engineering and Reliability Engineering.
FUTURE PROJECTS
AI-Driven Reliability and Quality Engineering for Safety-Critical Systems
A Proposed Method to Translate Code Blended Web based Text in English Language 15th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2024, 2024
Design and Implementation of Real Time Image Retrieval System for De-Noising Space Images in Chandrayaan 3 Lunar Mission Using Autoencoders Prince Shubham, Pallab Banerjee, Kanika Thakur, Biresh Kumar, Dipta Mitra, et al. Proceedings of International Conference on Contemporary Computing and Informatics Ic3i 2024, 2024 In the context of the Chandrayaan 3 Lunar Mission, this research paper introduces a real-time image retrieval and denoising system powered by autoencoders, designed to tackle the challenge of noisy space imagery. Leveraging advanced deep learning techniques, our system employs autoencoders to extract essential features from the noisy lunar images and subsequently retrieves and integrates similar, noise-free reference images from a comprehensive database. By doing so, it achieves real-time denoising, ensuring that the mission’s acquired lunar images are of high quality, thus facilitating more accurate scientific analysis. The paper details the architecture of the autoencoder-based denoising system, its training process using a meticulously curated lunar image dataset, and its seamless integration into the mission’s image processing pipeline. Experimental results underscore the system’s remarkable noise reduction capabilities, thereby playing a pivotal role in enhancing the Chandrayaan 3 mission’s scientific contributions, ultimately advancing our understanding of the lunar environment and bolstering the success of lunar exploration endeavours.
Implementing Newly Proposed Dynamic Tree Structure: Development, Integration, and Optimization Pallab Banerjee, Sweety Kumari, Biresh Kumar, Kanika Thakur, Kumar Gaurav, et al. IEEE International Conference on Signal Processing and Advance Research in Computing Sparc 2024, 2024 An innovative data structure called a “dynamic tree” has important uses in algorithmic time complexity optimization. It creates well-organized trees by modifying the properties of several single-node trees, therefore preserving the forest structure. This structure is essential to improving the effectiveness of many algorithms. In this work, I particularly address the “Maximum Flow method,” a crucial subtopic in the larger field of dynamic trees. One basic method for solving network flow issues is the Maximum Flow Algorithm, but it frequently runs into issues with time complexity. My research attempts to overcome these obstacles by using dynamic trees to enhance the efficiency of the algorithm. This work reduces the time complexity of network flow problems, leading to more effective solutions. The findings have potential implications in a variety of computing and real-world scenarios.
Application of image processing in agriculture D Mitra, K Gaurav, P Banerjee, S Sani Geometrical Enhancements Based on Data-Driven Design Decisions, 112-134 , 2025 2025
Enhanced Fuzzy Fault Tree with OWA Operator with 2-Level Distributive Function for analyzing Reliability in NPP with a Case Study K Gaurav, V Kumar, BK Singh Journal of Nuclear Science and Technology , 2025 2025
Predictive Modeling and Dynamic Analysis of Price Trends in eCommerce using ML Technique P Banerjee, V Prasad, K Thakur, D Mitra, K Gaurav, S Kanrar 2024 IEEE North Karnataka Subsection Flagship International Conference … , 2024 2024 Citations: 2
Design and Implementation of Real Time Image Retrieval System for De-Noising Space Images in Chandrayaan 3 Lunar Mission Using Autoencoders P Shubham, P Banerjee, K Thakur, B Kumar, D Mitra, K Gaurav 2024 7th International Conference on Contemporary Computing and Informatics … , 2024 2024
Implementing Newly Proposed Dynamic Tree Structure: Development, Integration, and Optimization P Banerjee, S Kumari, B Kumar, K Thakur, K Gaurav, P Kumar 2024 International Conference on Signal Processing and Advance Research in … , 2024 2024
Intelligent fault monitoring and reliability analysis in safety–critical systems of nuclear power plants using SIAO-CNN-ORNN K Gaurav, BK Singh, V Kumar Multimedia Tools and Applications 83 (22), 61287-61311 , 2024 2024 Citations: 18
A Proposed Method to Translate Code Blended Web based Text in English Language S Sani, D Mitra, K Gaurav, K Thakur Grenze International Journal of Engineering and Technology 10 (1), 2309-2315 , 2024 2024
Braille based Ergonomic Mouse K Gaurav, D Mitra IN Patent 211,703 , 2023 2023
Dependability analysis of a system using state-space modeling techniques: a systematic review K Gaurav, V Kumar, BK Singh IEEE Transactions on Reliability 72 (4), 1340-1354 , 2023 2023 Citations: 15
Facebook like: Past, present and future K Gaurav, A Sinha, JP Singh, P Kumar Data Engineering and Intelligent Computing: Proceedings of IC3T 2016, 617-625 , 2017 2017 Citations: 5
Consumer Satisfaction Rating System Using Sentiment Analysis K Gaurav, P Kumar I3E 2017: Digital Nations – Smart Cities, Innovation, and Sustainability … , 2017 2017 Citations: 9
MOST CITED SCHOLAR PUBLICATIONS
Intelligent fault monitoring and reliability analysis in safety–critical systems of nuclear power plants using SIAO-CNN-ORNN K Gaurav, BK Singh, V Kumar Multimedia Tools and Applications 83 (22), 61287-61311 , 2024 2024 Citations: 18
Dependability analysis of a system using state-space modeling techniques: a systematic review K Gaurav, V Kumar, BK Singh IEEE Transactions on Reliability 72 (4), 1340-1354 , 2023 2023 Citations: 15
Consumer Satisfaction Rating System Using Sentiment Analysis K Gaurav, P Kumar I3E 2017: Digital Nations – Smart Cities, Innovation, and Sustainability … , 2017 2017 Citations: 9
Facebook like: Past, present and future K Gaurav, A Sinha, JP Singh, P Kumar Data Engineering and Intelligent Computing: Proceedings of IC3T 2016, 617-625 , 2017 2017 Citations: 5
Predictive Modeling and Dynamic Analysis of Price Trends in eCommerce using ML Technique P Banerjee, V Prasad, K Thakur, D Mitra, K Gaurav, S Kanrar 2024 IEEE North Karnataka Subsection Flagship International Conference … , 2024 2024 Citations: 2
Application of image processing in agriculture D Mitra, K Gaurav, P Banerjee, S Sani Geometrical Enhancements Based on Data-Driven Design Decisions, 112-134 , 2025 2025
Enhanced Fuzzy Fault Tree with OWA Operator with 2-Level Distributive Function for analyzing Reliability in NPP with a Case Study K Gaurav, V Kumar, BK Singh Journal of Nuclear Science and Technology , 2025 2025
Design and Implementation of Real Time Image Retrieval System for De-Noising Space Images in Chandrayaan 3 Lunar Mission Using Autoencoders P Shubham, P Banerjee, K Thakur, B Kumar, D Mitra, K Gaurav 2024 7th International Conference on Contemporary Computing and Informatics … , 2024 2024
Implementing Newly Proposed Dynamic Tree Structure: Development, Integration, and Optimization P Banerjee, S Kumari, B Kumar, K Thakur, K Gaurav, P Kumar 2024 International Conference on Signal Processing and Advance Research in … , 2024 2024
A Proposed Method to Translate Code Blended Web based Text in English Language S Sani, D Mitra, K Gaurav, K Thakur Grenze International Journal of Engineering and Technology 10 (1), 2309-2315 , 2024 2024
Braille based Ergonomic Mouse K Gaurav, D Mitra IN Patent 211,703 , 2023 2023
