K. Shunmugesh's research while affiliated with National Institute of Technology Srinagar and other places

... During its inception, AI experienced a transformative phase that saw a number of revolutionary breakthroughs. These developments involve statistical learning [6], that enabled machinery to learn from data, greedy learning algorithm [7], that increased learning efficacy, recurrent neural network [8], that allowed devices to cope with data in sequence, graph transformer network [9], that implemented an innovative approach to interpret graph-based statistics, deep belief network [10], that facilitated up novel possibilities for machine learning without supervision, and convolutional neural network [11]. ...

... 22,23 There is an increasing trend in the automotive and aerospace industries toward using inorganic composites, and natural fiber composites are gaining popularity due to their high-specific strength, modulus-to-weight ratio, and incredibly low cost compared to synthetic counterparts. 24,25 Rajendran et al. 26 optimized the cutting parameters, surface roughness, material removal rate, and tool wear rate during the CNC milling process of jute fiber-reinforced epoxy composites, which were prepared using the hand lay-up technique. Muche et al. 27 optimized the cutting parameters for the end milling process of Enset fiberreinforced epoxy composites and found that depth of cut, spindle speed, and feed rate were the most significant factors. ...

... The DIC method can be used in other engineering scientific works allied with mechanical engineering. For example, they can be related to railways [28][29][30][31][32][33][34][35][36], highways [37][38][39][40], air transport [41,42], shipping [43], astronautics [44,45], transportation [46,47], and so on. In this research, the authors applied an approach regarding railway and automotive vehicles and their car body sheets. ...

... 22,23 There is an increasing trend in the automotive and aerospace industries toward using inorganic composites, and natural fiber composites are gaining popularity due to their high-specific strength, modulus-to-weight ratio, and incredibly low cost compared to synthetic counterparts. 24,25 Rajendran et al. 26 optimized the cutting parameters, surface roughness, material removal rate, and tool wear rate during the CNC milling process of jute fiber-reinforced epoxy composites, which were prepared using the hand lay-up technique. Muche et al. 27 optimized the cutting parameters for the end milling process of Enset fiberreinforced epoxy composites and found that depth of cut, spindle speed, and feed rate were the most significant factors. ...

... Comparatively small differences in shoulder diameter and weld speed make enormous changes in ultimate strength and joint efficiency [19]. Though the ratio is 2, the rotational speed and welding speed produced an adequate heat for the sound joining [20]. ...

... The researchers also provided insights into future perspectives on tool wear. Shunmugesh et al. [37] employed Taguchi Grey Research Analysis for various drill bits and conducted trials in order to increase machining conditions and reduce delamination factor. Results were concluded by comparing percentage parts of selected factors. ...

... It had less structural harm and fewer wrinkled areas. Karthikeyan et al. [60] studied the performance of different bumper materials and proposed the development of the bumper for the i10 vehicle. Such as the ABE, E glass fiber epoxy resin, and polyamide-30% glass fibres, they utilized ANSYS Explicit for the simulation analysis and considered two cases: a full-frontal impact and a half-impact on the baulk. ...

... There are many previous studies that dealt with this topic where numerous experiments and numerical simulations [13] have been conducted to study how FRP-wrapped components fail. Researchers have studied FRP-wrapped concrete rectangular and circular columns extensively on the basis of those test studies, and numerous stress-strain curves and strength models have been put forth [14,15]. ...

... Dini et al. successfully lifted the skin layers, which had delicate surfaces, without any contact with grippers of various retaining surfaces and deflector angles [11]. The Taguchi method is widely used in many areas of the scientific literature to reduce the number of experiments and to optimize test parameters and employed for the similar purposes in the present study [12][13][14][15][16][17][18][19][20][21]. When literature is examined, it is seen that different types of grippers are used especially in medical robots. ...

... Shunmugesh and Panneerselvam [154] used Taguchi method to optimize the process parameters of thrust force and torque of CFRP dry drilling. Taguchi optimization is to use multi-objective Taguchi membership function to convert multiple objectives into one objective. ...