Anupam Bhandari

Scopus Publications

An IoT-driven machine learning system for real-time smart crop recommendation and optimization in precision agriculture
Nitish Rupesh Sawant, Anuj Kumar, Sangeeta Pant, Ketan Kotecha
Discover Artificial Intelligence, 2026
Correction: Optimized deep learning for brain tumor detection: a hybrid approach with attention mechanisms and clinical explainability (Scientific Reports, (2025), 15, 1, (31386), 10.1038/s41598-025-04591-3)
Aditya Jayesh Aiya, Nishant Wani, Mayur Ramani, Anuj Kumar, Sangeeta Pant, et al.
Scientific Reports, 2026
Hesitant bi-fuzzy multi-attribute information fusion with expert reliability
Shshank Chaube, Anuj Kumar, Manoj Kumar Singh, Chandan Singh Ujarari, Sawan Kumar Rawat
Scientific Reports, 2025
Repairing the inconsistent pairwise comparison matrix using a cosine distance and grey wolf optimiser-based framework in multi-criteria decision-making
Shalu Kaushik, Sangeeta Pant, Lokesh Kumar Joshi, Anuj Kumar, Ketan Kotecha, et al.
Scientific Reports, 2025
Optimized deep learning for brain tumor detection: a hybrid approach with attention mechanisms and clinical explainability
Aditya Jayesh Aiya, Nishant Wani, Mayur Ramani, Anuj Kumar, Sangeeta Pant, et al.
Scientific Reports, 2025
A Deep Reinforcement Learning Framework for Strategic Indian NIFTY 50 Index Trading
Raj Gaurav Mishra, Dharmendra Sharma, Mahipal Gadhavi, Sangeeta Pant, Anuj Kumar
AI Switzerland, 2025
This paper presents a comprehensive deep reinforcement learning (DRL) framework for developing strategic trading models tailored to the Indian NIFTY 50 index, leveraging the temporal and nonlinear nature of financial markets. Three advanced DRL architectures deep Q-network (DQN), double deep Q-network (DDQN), and dueling double deep Q-network (Dueling DDQN) were implemented and empirically evaluated. Using a decade-long dataset of 15-min interval OHLC data enriched with technical indicators such as the exponential moving average (EMA), pivot points, and multiple supertrend configurations, the models were trained using prioritized experience replay, epsilon-greedy exploration strategies, and softmax sampling mechanisms. A test set comprising one year of unseen data (May 2024–April 2025) was used to assess generalization performance across key financial metrics, including Sharpe ratio, profit factor, win rate, and trade frequency. Each architecture was analyzed in three progressively sophisticated variants incorporating enhancements in reward shaping, exploration–exploitation balancing, and penalty-based trade constraints. DDQN V3 achieved a Sharpe ratio of 0.7394, a 73.33% win rate, and a 16.58 profit factor across 15 trades, indicating strong volatility-adjusted suitability for real-world deployment. In contrast, the Dueling DDQN V3 achieved a high Sharpe ratio of 1.2278 and a 100% win rate but with only three trades, indicating an excessive conservatism. The DQN V1 model served as a strong baseline, outperforming passive strategies but exhibiting limitations due to Q-value overestimation. The novelty of this work lies in its systematic exploration of DRL variants integrated with enhanced exploration mechanisms and reward–penalty structures, rigorously applied to high-frequency trading on the NIFTY 50 index within an emerging market context. Our findings underscore the critical importance of architectural refinements, dynamic exploration strategies, and trade regularization in stabilizing learning and enhancing profitability in DRL-based intelligent trading systems.
Modified Wild Horse Optimizer for system reliability-redundancy allocation problems with cold- standby redundancy strategy
Sangeeta Pant, Manoj K. Singh, Anuj Kumar, Shshank Chaube, Mangey Ram
International Journal of System Assurance Engineering and Management, 2025
Bridging current and future innovations to unlock the potential of multifunctional materials for sustainable energy applications
Aparna Ashok, Jitendra Pal Singh, Anuj Kumar, Neeru Bhagat
Materials Advances, 2025
Recent advances in multifunctional energy materials, driven by machine learning and bio-inspired design, are transforming photovoltaics, energy storage, and thermoelectrics, accelerating progress toward sustainable energy solutions.
COST AND RELIABILITY OPTIMIZATION OF A COMPLEX SYSTEM USING MULTI-OBJECTIVE GREY WOLF OPTIMIZATION TECHNIQUE
Reliability Theory and Applications, 2025
An Overview and Comparison of Axiomatization Structures Regarding Inconsistency Indices’ Properties in Pairwise Comparisons Methods: A Decade of Advancements
Sangeeta Pant, Anuj Kumar, Jiří Mazurek
International Journal of Mathematical Engineering and Management Sciences, 2025
Mathematical analysis of the analytic hierarchy process (AHP) led to the development of a mathematical function, usually called the inconsistency index, which has the center role in measuring the inconsistency of the judgements in AHP. Inconsistency index is a mathematical function which maps every pairwise comparison matrix (PCM) into a real number. An inconsistency index can be considered more trustworthy when it satisfies a set of suitable properties. Therefore, the research community has been trying to postulate a set of desirable rules (axioms, properties) for inconsistency indices. Subsequently, various axiomatic frameworks for these functions have been proposed independently. However, the existing literature remains fragmented and lacks a unifying framework. Therefore, the objective of this article is twofold. Over the past decade (2014-2024), significant progress has been made in the axiomatization of inconsistency indices' properties. In this article, we first provide a comprehensive review of these advancements. We then critically evaluate and compare the aforementioned axiomatic structures, discussing future research directions.
An Efficient Method for Detecting Cyberbullying Using Supervised Machine Learning Techniques
Bansidhar Joshi, Bineet Kumar Joshi, Sangeeta Pant, Anuj Kumar, Hitesh Kumar Sharma
Procedia Computer Science, 2025
Benchmarking Modern Deep Learning Architectures for Scalable and Accurate Plant Disease Detection
Nitish Rupesh Sawant, Kashish Vinay Sagar, Aarya Deepak Jaiswal, Anuj Kumar, Bansidhar Joshi, et al.
2025 9th International Conference on Computing Communication Control and Automation Icccbea 2025, 2025
Photovoltaic Module Parameter Estimation by Using Wild Horse Optimizer
Anuj Kumar, Tina Sharma, Manoj K. Singh, Sangeeta Pant, Hitesh Kumar Sharma
Procedia Computer Science, 2025
A Systematic Review on Physics-Based Optimization Techniques
Mohammed Akheel, Aditya Anjanikar, Soham Navale, Sangeeta Pant, Anuj Kumar, et al.
Advanced Metaheuristics for Scheduling in Distributed Manufacturing Systems, 2025
Selection of Power Grids Using the Single-Valued Ambiguous Fuzzy Entropy and Distance Measures
Shweta Goyal, Shweta Sachdeva, Sangeeta Pant, Anuj Kumar, B.P. Joshi, et al.
2025 7th International Conference on Information Systems and Computer Networks Iscon 2025, 2025
Nature-inspired optimization and multi-criteria decision-making in photovoltaic systems: a systematic review
Anuj Kumar, Tina Sharma, Sangeeta Pant, Shshank Chaube, Manoj K. Singh, et al.
Energy Systems, 2025
A comprehensive review of nature-inspired optimization techniques and their varied applications
Sridhar Subramanian, Niranjan Bhojane, Harsh Madhnani, Sangeeta Pant, Anuj Kumar, et al.
Nature Inspired Optimization Algorithms for Cyber Physical Systems, 2024
An overview of nature-inspired optimization techniques for smart cities
Nida Nasir Khan, Yashashree Mahale, Kunal Kulkarni, Sangeeta Pant, Anuj Kumar, et al.
Nature Inspired Optimization Algorithms for Cyber Physical Systems, 2024
Signature reliability analysis of complex consecutive k-out-of-n:W CMO system via UGF and SFA
Sadiya Naaz, Rashmi Khanna, Riya Rawat, Neha Negi, Mangey Ram, et al.
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability, 2024
An Overview of Multi-Criteria Decision Analysis and the Applications of AHP and TOPSIS Methods
Shshank Chaube, Sangeeta Pant, Anuj Kumar, Shaurya Uniyal, Manoj Kumar Singh, et al.
International Journal of Mathematical Engineering and Management Sciences, 2024
AHP-based multi-criteria decision-making approach for monitoring health management practices in smart healthcare system
Sangeeta Pant, Priya Garg, Anuj Kumar, Mangey Ram, Akshay Kumar, et al.
International Journal of System Assurance Engineering and Management, 2024
Parameter Estimation of a Solar Module by Wild Horse Optimizer
Tina Sharma, Anuj Kumar, Manoj K. Singh, Sangeeta Pant
Lecture Notes in Networks and Systems, 2024
A Review Based on Various Applications to Find a Consistent Pairwise Comparison Matrix
Shalu Kaushik, Sangeeta Pant, Lokesh Kumar Joshi, Anuj Kumar, Mangey Ram
Journal of Reliability and Statistical Studies, 2024
Exploring the diverse applications of the analytic hierarchy process: A comprehensive review
Mathematics in Engineering Science and Aerospace, 2024
Advances in Nanostructures: Processing and Methodology to Grow Nanostructures
Advances in Nanostructures Processing and Methodology to Grow Nanostructures, 2024

RECENT SCHOLAR PUBLICATIONS

Magneto-Viscosity and Spin-Up Dynamics of Ferrofluids Between Parallel Plates
A Bhandari
Journal of Tribology, 1-25 , 2026
2026
Ferrohydrodynamic natural convection over a hydrophobic stretching surface
A Bhandari
Radiation Effects and Defects in Solids, 1-18 , 2026
2026
Ferrofluid flow in inclined vessel with temperature-dependent properties for tumour therapy
M Mehta, A Bhandari
Computer Methods in Biomechanics and Biomedical Engineering, 1-18 , 2026
2026
Citations: 1
HEAT TRANSFER ANALYSIS OF FERROHYDRODYNAMIC FLOW IN A CYLINDRICAL VESSEL FOR THE TREATMENT OF POROUS TUMOR
M Mehta, A Bhandari
Journal of Porous Media 29 (4) , 2026
2026
Bioconvective Ferrohydrodynamic Flow in a Cylindrical Vessel Encircled by a Tumor
M Mehta, A Bhandari
Heat Transfer , 2026
2026
Significance and Limitations of Theoretical Models in Ferrohydrodynamics
A Bhandari
Heat Transfer 55, 241-251 , 2026
2026
Advancement in biomedical applications of ferrofluids
M Mehta, A Bhandari
Journal of the Brazilian Society of Mechanical Sciences and Engineering 47 … , 2025
2025
Citations: 8
Effect of convective heating on the chemically reactive Williamson fluid flow over a stretching cylinder with Arrhenius activation energy and thermal radiation
M Kumar, A Kumar, A Bhandari
Radiation Effects and Defects in Solids, 1-25 , 2025
2025
Multiphase ferrofluid flow in a rotating system
A Bhandari
Pramana 99 (2), 67 , 2025
2025
Influence of the diameter of the magnetic core and surfactant thickness on water carrying iron (iii) oxide ferrofluid flow over a rotating disk
A Bhandari
Waves in Random and Complex Media 35 (2), 2694-2713 , 2025
2025
Citations: 2
Investigating ferro-liquid flow in a rotating and stretching deformed cone
A Bhandari
Numerical Heat Transfer, Part A: Applications 86 (4), 905-918 , 2025
2025
Citations: 3
Effect of thin film thickness of ferrofluid on inclined bioconvective flow
A Bhandari
Chinese Journal of Physics 92, 959-974 , 2024
2024
Citations: 4
A brief review of transitional wetting regimes for superhydrophobic surfaces
J Sharma, A Bhandari, N Khatri, S Jangra, MS Goyat, YK Mishra
Journal of the Brazilian Society of Mechanical Sciences and Engineering 46 … , 2024
2024
Citations: 8
Advancement of Analytical Model for Hydrophobic Rectangular Pillared Array on Al-Surface and Its Experimental Validation
S Jaishree, A Bhandari, N Khatri, B Singh, S Jangra, A Husain, A Kumar, ...
International Journal of Precision Engineering and Manufacturing 25 (5), 947-958 , 2024
2024
Citations: 1
Modeling of electrically conducting fluid flow over a rotating disk
A Bhandari, A Husain
Modeling and Simulation of Fluid Flow and Heat Transfer, 86-95 , 2024
2024
Sol–gel derived highly hydrophobic Polystyrene/SiO 2 spray coatings on polished stainless steel and textured aluminium substrates
J Sharma, A Bhandari, S Jangra, MS Goyat
Transactions of the IMF 102 (2), 77-82 , 2024
2024
Citations: 10
Exploring slip effects of ferrofluid film flow over a slanted rough surface
A Bhandari, KPS Parmar
Journal of Fluid Mechanics 982, A19 , 2024
2024
Citations: 10
Bio-convective maxwell ferrofluid flow over a flexible spinning surface
A Bhandari
Medical Engineering & Physics 125, 104123 , 2024
2024
Citations: 1
Impact of a magnetic dipole on heat transfer in non-conducting magnetic fluid flow over a stretching cylinder
A Bhandari
Fluid Dynamics & Materials Processing 20 (3), 475 , 2024
2024
Citations: 5
Convective non-conducting magnetic fluid flow and heat transfer due to the rotating cone in the presence of magnetic dipole
A Bhandari, KPS Parmar
Pramana 97 (4), 185 , 2023
2023
Citations: 1

MOST CITED SCHOLAR PUBLICATIONS

Effect of magnetic field-dependent viscosity on revolving ferrofluid
P Ram, A Bhandari, K Sharma
Journal of Magnetism and Magnetic Materials 322 (21), 3476-3480 , 2010
2010
Citations: 82
Study of ferrofluid flow in a rotating system through mathematical modeling
A Bhandari
Mathematics and Computers in Simulation 178, 290-306 , 2020
2020
Citations: 32
Water-based ferrofluid flow and heat transfer over a stretchable rotating disk under the influence of an alternating magnetic field
A Bhandari
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of … , 2021
2021
Citations: 28
Negative viscosity effects on ferrofluid flow due to a rotating disk
P Ram, A Bhandari
International Journal of Applied Electromagnetics and Mechanics 41 (4), 467-478 , 2013
2013
Citations: 27
Superhydrophobic coatings by the hot embossing approach: recent developments and state-of-art applications
MSG Jaishree, A. Bhandari, N. Khatri, Y.K. Mishra
Materials Today Chemistry 30, 101553 , 2023
2023
Citations: 26
Study of magnetoviscous effects on ferrofluid flow
A Bhandari
The European Physical Journal Plus 135 (7), 537 , 2020
2020
Citations: 26
Optimization of heat transfer properties on ferrofluid flow over a stretching sheet in the presence of static magnetic field
A Bhandari, A., Husain
Journal of Thermal Analysis and Calorimetry 144, 1253-1270 , 2020
2020
Citations: 25
Effect of porosity on ferrofluid flow with rotating disk
P Ram, K Sharma, A Bhandari
International Journal of Applied Mathematics and Mechanics 6 (16), 67-76 , 2010
2010
Citations: 24
Radiation and Chemical Reaction Effects on Nanofluid Flow Over a Stretching Sheet
A Bhandari
Fluid Dynamics & Materials Processing 15 (5), 557-582 , 2019
2019
Citations: 22
Effect of phase difference between highly oscillating magnetic field and magnetization on the unsteady ferrofluid flow due to a rotating disk
P Ram, A Bhandari
Results in Physics 3, 55-60 , 2013
2013
Citations: 22
Water-Based Fe3O4 Ferrofluid Flow Between Two Rotating Disks with Variable Viscosity and Variable Thermal Conductivity
A Bhandari
International Journal of Applied and Computational Mathematics volume 7, 46 , 2021
2021
Citations: 18
Axi-symmetric ferrofluid flow with rotating disk in a porous medium
P Ram, A Bhandari, K Sharma
International Journal of Fluid Mechanics 2 (2), 151-161 , 2010
2010
Citations: 18
Study of ferrofluid flow and heat transfer between cone and disk
A Bhandari
Zeitschrift Für Naturforschung A 76 (8), 683-691 , 2021
2021
Citations: 17
Flow characteristics of revolving ferrofluid with variable viscosity in a porous medium in the presence of stationary disk
P Ram, A Bhandari
Fluid Dynamics & Materials Processing 8 (4), 437-452 , 2012
2012
Citations: 15
Effect of magnetization force on ferrofluid flow due to a rotating disk in the presence of an external magnetic field
A Bhandari, V Kumar
The European Physical Journal Plus 130 (4), 62 , 2015
2015
Citations: 14
Effect of the diameter of magnetic core and surfactant thickness on the viscosity of ferrofluid
A Bhandari
Journal of Magnetism and Magnetic Materials, 168975 , 2022
2022
Citations: 13
Theoretical development in the viscosity of ferrofluid
A Bhandari
Journal of Tribology 145 (5), 050801 , 2023
2023
Citations: 12
Entropy generation and heat transfer analysis for ferrofluid flow between two rotating disks with variable conductivity
A Bhandari
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of … , 2021
2021
Citations: 12
Influence of magnetic dipole on ferrohydrodynamic thin film flow over an inclined spinning surface
A Bhandari, KPS Parmar
Physics of Fluids , 2023
2023
Citations: 11
Sol–gel derived highly hydrophobic Polystyrene/SiO 2 spray coatings on polished stainless steel and textured aluminium substrates
J Sharma, A Bhandari, S Jangra, MS Goyat
Transactions of the IMF 102 (2), 77-82 , 2024
2024
Citations: 10

Anupam Bhandari

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Scopus Publications

RECENT SCHOLAR PUBLICATIONS

MOST CITED SCHOLAR PUBLICATIONS