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                <text>Dislocation and microindentation analysis of vapour grown Bi 2Te3-xSex whiskers</text>
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                <text>Annealing; Bismuth telluride; Dislocation loops; Microhardness; Physical vapour deposition (PVD); Quenching; Stacking faults; Whiskers</text>
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                <text>The structural defects and microhardness of Bi2Te 3-xSex whiskers (x = 0, 0.2 and 0.4 at % Se) grown by physical vapour deposition (PVD) method have been investigated. Concentric pairs of dislocation loops were observed on the as-grown surfaces of short hexagonal prisms. A systematic study of dislocations in these crystals was carried out by chemical etching technique. The effects of Se doping, annealing and quenching on the mechanical properties have also been studied on the prism faces of Bi 2Te3-xSex whiskers.  2008 WILEY-VCH Verlag GmbH &amp;amp; Co. KGaA.</text>
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                <text>Kunjomana A.G.; Chandrasekharan K.A.</text>
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                <text>Crystal Research and Technology, Vol-43, No. 6, pp. 594-598.</text>
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                <text>&lt;a href="https://doi.org/10.1002/crat.200711084" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1002/crat.200711084&lt;/a&gt;
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                <text>ISSN: 15214079; CODEN: CRTED</text>
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                <text>Kunjomana A.G., P.G. Department of Physics, Christ College (Autonomous), Bangalore - 560 029, Karnataka, India; Chandrasekharan K.A., P.G. Department of Physics, Christ College (Autonomous), Bangalore - 560 029, Karnataka, India</text>
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                <text>Microhardness studies of GaTe whiskers</text>
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            <description>The topic of the resource</description>
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                <text>Crack propagation; GaTe; Physical vapour deposition (PVD); Vickers microhardness; Whiskers</text>
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                <text>Single crystal whiskers of gallium telluride (GaTe) have been grown by the physical vapour deposition (PVD) method. Microindentation studies were carried out on the prism faces of the needles to understand their mechanical behaviour. The variation in the microhardnessof GaTe crystals with applied load has been determined at room temperature using Vickers microhardness indenter. The work- hardening exponent has also been computed for different load regions.  2005 WILEY-VCH Verlag GmbH &amp;amp; Co. KGaA, Weinheim.</text>
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                <text>Kunjomana A.G.; Chandrasekharan K.A.</text>
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              <elementText elementTextId="140162">
                <text>Crystal Research and Technology, Vol-40, No. 8, pp. 782-785.</text>
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                <text>&lt;a href="https://doi.org/10.1002/crat.200410431" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1002/crat.200410431&lt;/a&gt;
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                <text>Kunjomana A.G., P. G. Department of Physics, Christ College, Bangalore - 560 029, Karnataka, India; Chandrasekharan K.A., P. G. Department of Physics, Christ College, Bangalore - 560 029, Karnataka, India</text>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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              <elementText elementTextId="138088">
                <text>Physical properties of vapour grown indium monotelluride platelets</text>
              </elementText>
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          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
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              <elementText elementTextId="138089">
                <text>A1. Characterization; A1. Crystal morphology; A2. Growth from vapour; B2. Semiconducting indium compounds</text>
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            <description>An account of the resource</description>
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                <text>Indium monotelluride (InTe) crystals were grown from vapour phase under different temperature gradients by employing physical vapour deposition (PVD) method. The morphology of these crystals such as whiskers, needles, platelets etc., strongly depends on the temperature distribution in the horizontal dual zone furnace. InTe platelets were deposited by setting the temperature of the charge (TC) and growth (TS) zones at 1073 K and 773 K (?T=300 K), respectively, for different growth periods (24 h, 48 h, 72 h and 96 h). The surface growth features have been analyzed by scanning electron microscopes, which indicate layer growth mechanism for all the crystals. Various crystals grown under ?T=200 K and 300 K (retaining TS invariant) were examined by X-ray diffraction and elemental analysis. InTe samples exhibited consistent lattice parameters, density and atomic percentage, establishing stoichiometry and chemical homogeneity. The results obtained for Seebeck coefficient, electrical conductivity, power factor, dislocation density and microhardness are found to be reproducible as well. The vapour deposited InTe platelets are mechanically stable and possess high value of TEP, which ensure their practical application in thermoelectric power generation.  2014 Elsevier B.V.</text>
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              <elementText elementTextId="138091">
                <text>Kunjomana A.G.; Chandrasekharan K.A.; Teena M.</text>
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              <elementText elementTextId="138092">
                <text>Journal of Crystal Growth, Vol-411, pp. 81-87.</text>
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              <elementText elementTextId="138093">
                <text>Elsevier B.V.</text>
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                <text>2015-01-01</text>
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                <text>&lt;a href="https://doi.org/10.1016/j.jcrysgro.2014.10.050" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1016/j.jcrysgro.2014.10.050&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-84912572106&amp;amp;doi=10.1016%2Fj.jcrysgro.2014.10.050&amp;amp;partnerID=40&amp;amp;md5=676b60de76bfca089dbe528e397ab096" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84912572106&amp;amp;doi=10.1016%2fj.jcrysgro.2014.10.050&amp;amp;partnerID=40&amp;amp;md5=676b60de76bfca089dbe528e397ab096&lt;/a&gt;</text>
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                <text>ISSN: 220248; CODEN: JCRGA</text>
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                <text>English</text>
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                <text>Kunjomana A.G., Department of Physics, Christ University, Bangalore, 560 029, India; Chandrasekharan K.A., Department of Physics, Christ University, Bangalore, 560 029, India; Teena M., Department of Physics, Christ University, Bangalore, 560 029, India</text>
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              <elementText elementTextId="138973">
                <text>Synthesis, growth mechanism and physical properties of vapour-deposited GaTe platelets</text>
              </elementText>
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          <element elementId="49">
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            <description>The topic of the resource</description>
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              <elementText elementTextId="138974">
                <text>electrical properties; energy-dispersive X-ray analysis; mechanical parameters; physical vapour deposition; semiconductors</text>
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                <text>The physical vapour deposition (PVD) method has been employed to yield gallium telluride (GaTe) platelets. The morphology and growth mechanism of these platelets were investigated with the aid of scanning electron micrographs. The stoichiometry and homogeneity of the grown samples were confirmed by chemical analysis. The X-ray diffraction (XRD) technique has been used to explore the structure and phase of the compound. On the basis of the Archimedes principle, the density of crystals was estimated to be 5.442 kg mm-3. The resistivity and conductivity type were determined by the van der Pauw method. UV-vis-NIR studies revealed a direct transition with an energy gap of 1.69 eV. Mechanical properties such as microhardness, toughness, Young's modulus and elastic stiffness constant of GaTe crystals in response to the stress field due to an external load were studied to realize their suitability for radiation detector applications. The present observations provide an insight into the physical properties of the vapour-grown GaTe platelets, which are found to be superior over their melt counterparts.  2014 International Union of Crystallography.</text>
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                <text>Kunjomana A.G.; Teena M.; Chandrasekharan K.A.</text>
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              <elementText elementTextId="138977">
                <text>Journal of Applied Crystallography, Vol-47, No. 6, pp. 1841-1848.</text>
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              <elementText elementTextId="138978">
                <text>International Union of Crystallography</text>
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                <text>Journal Of Applied CrystalloGraphy, Vol.47, Issue 6,pp.1841-1848,  ISSN No: 1600-5767.</text>
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                <text>As a key component of perovskite solar cells (PSCs), the electron transport layer (ETL) extracts charges efficiently. While TiO2 is widely recognized as a superior electron transport material (ETM) for its numerous advantages, the morphological limitations of spherical TiO2 nanoparticles (NPs) lead to significant electron losses. Therefore, as an alternative to nanospheres, TiO2 nanocubes are synthesized through a solvothermal route and employed as ETM in the low-cost carbon electrode-based perovskite solar cells (CPSCs). The structural, morphological, and optical properties of the TiO2 nanocubes (NCs) are studied and compared with TiO2 nanospheres (NSs) in detail. The device possessing cubic TiO2 achieved a power conversion efficiency (PCE) of 10.6% with a current density (Jsc) of 21.79 mA/cm2. Recognizing that the oxygen vacancies in cubic TiO2 are lower than in spherical TiO2, it is inferred that further reduction of oxygen vacancies in cubic TiO2 could enhance the current collection. Hence, to get rid of the oxygen vacancy (which acts as an electron trap) in the cubical TiO2, aluminum (Al3+) is incorporated into its matrix. A comprehensive analysis of its impact on structural and optical behavior follows. In addition to its cost-effectiveness and conductive nature, it has been observed that the stable form of Al3+ replaces the unstable Ti3+ (which acts as a trap state), thereby reducing the recombination rate. With the highest current collection of 22.85 mA/cm2, a PCE of 11.3% has been recorded for the solar cell that possessed 1% Al-doped TNC. Furthermore, the ambient stability of the respective device shows ?85% of its initial PCE. The effect of the TiO2 nanostructure and Al3+ doping in TiO2 nanocubes is discussed elaborately in this work.  2024 American Chemical Society</text>
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                <text>Kunka Ravindran A.; Narendhiran S.; Nambiraj B.; Muthusamy Anandan G.L.; Muthu S.P.; Perumalsamy R.</text>
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                <text>ACS Applied Optical Materials, Vol-2, No. 1, pp. 230-243.</text>
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                <text>ISSN: 27719855</text>
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                <text>Kunka Ravindran A., Research Centre, Department of Physics, Sri Sivasubramaniya Nadar College of Engineering, Tamil Nadu, Chennai, 603110, India; Narendhiran S., Department of Physics and Electronics, Christ (Deemed to be University), Karnataka, Bengaluru, 560029, India; Nambiraj B., Research Centre, Department of Physics, Sri Sivasubramaniya Nadar College of Engineering, Tamil Nadu, Chennai, 603110, India; Muthusamy Anandan G.L., Department of Chemistry, Sri Sivasubramaniya Nadar College of Engineering, Tamil Nadu, Chennai, 603110, India; Muthu S.P., Research Centre, Department of Physics, Sri Sivasubramaniya Nadar College of Engineering, Tamil Nadu, Chennai, 603110, India; Perumalsamy R., Research Centre, Department of Physics, Sri Sivasubramaniya Nadar College of Engineering, Tamil Nadu, Chennai, 603110, India</text>
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                <text>Multi-dynamics and emission tailored fluoroperovskite-based down-conversion phosphors for enhancing the current density and stability of the perovskite solar cells</text>
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                <text>State-of-the-art and innovative research is being intensively employed on perovskite solar cells (PSCs) to expand their frontiers further. This study is a successful attempt to drive the limit of photocurrent density (Jsc) beyond conventional PSCs (which typically utilize the visible spectrum alone) through a nonlinear optical phenomenon called down-conversion (DC). The use of DC luminescence to harness the UV region from the solar spectrum is explored by utilizing Eu3+ activated RbCaF3, a fluoroperovskite-based phosphor material. It is observed that PSCs, which used RbCaF3:Eu3+ incorporated TiO2 electron transport layer (ETL), enhanced their Jsc and UV stability compared to those with pristine TiO2-oriented ETL. Such improvement in the aforementioned devices is due to the result of converting high-energy UV photons to effectively absorbable low-energy visible photons for perovskite absorbers. Overall, the DC-aided PSC offered a substantial Jsc of 23.54 mA cm?2 (9.2% superior to the conventional PSC) and boosted its power conversion efficiency (PCE) from 11.2% to 13.3%. It is evident that DC-based PSCs show a much better shelf-life when compared to conventional PSCs. This unique approach for boosting the Jsc with enhanced stability can be utilized for the potential applications of PSCs.  2023 The Royal Society of Chemistry.</text>
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                <text>Kunka Ravindran A.; Ramesh J.K.; Narendhiran S.; Arumugam R.; Muthu S.P.; Perumalsamy R.</text>
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                <text>Sustainable Energy and Fuels, Vol-7, No. 9, pp. 2288-2300.</text>
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                <text>Royal Society of Chemistry</text>
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                <text>Kunka Ravindran A., Department of Physics, SSN Research Centre, Sri Sivasubramaniya Nadar College of Engineering, Tamilnadu, Chennai, 603110, India; Ramesh J.K., Department of Physics, SSN Research Centre, Sri Sivasubramaniya Nadar College of Engineering, Tamilnadu, Chennai, 603110, India, Department of Physics, Materials Science Research Center, Indian Institute of Technology Madras, Tamilnadu, Chennai, 600036, India; Narendhiran S., Department of Physics, SSN Research Centre, Sri Sivasubramaniya Nadar College of Engineering, Tamilnadu, Chennai, 603110, India, Department of Physics and Electronics, Christ (Deemed to be University), Karnataka, Bangaluru, 560029, India; Arumugam R., CNR-SPIN, c/o University of Salerno, Fisciano, I-84084, Italy; Muthu S.P., Department of Physics, SSN Research Centre, Sri Sivasubramaniya Nadar College of Engineering, Tamilnadu, Chennai, 603110, India; Perumalsamy R., Department of Physics, SSN Research Centre, Sri Sivasubramaniya Nadar College of Engineering, Tamilnadu, Chennai, 603110, India</text>
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                <text>The objective of this paper is the creation of a school to help the children of Kutikatoor live a more accessible and simpler life: students in the concentration range from 4 to 16 (Play School - - Grade 10). The proposed location, which is around 18.3 acres in size, lies in Kuttikattoor, Kozhikode, and Kerala. The land is surrounded by greenery and situated in a mountainous area. The study will concentrate on how biophilic architecture and design may enhance students' lives. This paper will discuss how biophilic design may benefit schools by creating circulation and spatial connections between the built and natural environments. The biophilic design can have quantifiable beneficial effects on student performance and well-being by including natural components. It is necessary to thoroughly analyze the biophilic design in relation to the learning environment for students, using ideas of ecological, visual, and spatial integration. By fostering a soothing atmosphere, lowering anxiety, and boosting physical fitness, biophilic design, which incorporates natural light, greenery, and nature vistas, can increase attention, decrease stress, stimulate creativity, and improve academic accomplishment. The school's design will be implemented by incorporating the architectural design into the contoured regions and using the idea of biophilic design patterns. Depending on the climate and the site's orientation, the design will be implemented such that locally accessible materials are employed in a hilly area. This detailed analysis of the case study and literature review for the school design will help us to design and conceptualize as an architect. Further, the study will also emphasize biophilic design which is aligned with the built environment in school design.  The Authors, published by EDP Sciences.</text>
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                <text>Kunnath A.R.E., Christ University, Bangalore, India; Gupta J., Christ University, Bangalore, India</text>
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                <text>Significance of induced magnetic field and exponential space dependent heat source on quadratic convective flow of Casson fluid in a micro-channel via HPM</text>
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                <text>Casson fluid; Exponential heat source; Microchannel; Nonlinear boussinesq approximation; Nonlinear convection</text>
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                <text>The effects of the exponential space based heat source on quadratic convective flow of Casson fluid in a microchannel with an induced magnetic field is studied through a statistical approach. The flow is considered in vertical microchannel formed by two vertical plates. The solution for the governing equations has been obtained for the velocity, induced magnetic field and temperature field using Homotopy Perturbation Method (HPM). The current density, skin friction co-efficient and Nusselt number expressions are also estimated. The impact of various physical parameters on the velocity, temperature, induced magnetic field, current density, skin friction co-efficient and Nusselt number distributions have been discussed with the help of graphs. The results obtained by using HPM, are compared to those obtained by using the Runge-Kutta-Fehlberg 4-5th order method and an excellent agreement is found. The impact of Casson fluid parameter and the exponential heat source is qualitatively agreed for all flow fields.  2019 IIETA.</text>
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                <text>Mathematical Modelling of Engineering Problems, Vol-6, No. 3, pp. 369-384.</text>
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                <text>ISSN: 23690739</text>
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                <text>Kunnegowda T., Department of Mathematics, CHRIST (Deemed to be University), Bangalore, Karnataka, 560029, India; Mahanthesh B., Department of Mathematics, CHRIST (Deemed to be University), Bangalore, Karnataka, 560029, India; Lorenzini G., Department of Engineering and Architecture, University of Parma, Parco Area Delle Scienze 181/A, Parma, 43124, Italy; Animasaun I.L., Fluid Dynamics Research Group, Department of Mathematical Sciences, Federal University of Technology, Akure, Nigeria</text>
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                <text>The effect of concentration modulation and magnetic field in a couple stress fluid with porous medium and salted from above is studied using linear and non-linear analysis. Venezian approach based on perturbation method is used to obtain the expression for solute Rayleigh number and correction solute Rayleigh number. The expression for correction solute Rayleigh number is obtained as a function of couple stress parameter, Chandrashekar number, Darcy number and Schmidt number. The effect of parameters on symmetric and asymmetric concentration modulation are discussed in the paper. A non-autonomous Ginzburg-Landau equation with time periodic co-efficient is obtained to study the effect of parameters on mass transfer. It is found that onset of convection and mass transfer can be delayed or advanced by varying the parameters of the problem. Asymmetric modulation is found to be more stable than the symmetric modulation.  2019 Author(s).</text>
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                <text>Kunnegowda T.; Pranesh S.</text>
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                <text>AIP Conference Proceedings, Vol-2080</text>
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                <text>American Institute of Physics Inc.</text>
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                <text>Kunnegowda T., Department of Mathematics, CHRIST (Deemed to Be University), Bangalore, 560029, India; Pranesh S., Department of Mathematics, CHRIST (Deemed to Be University), Bangalore, 560029, India</text>
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                <text>Kunnumpurath B., Christ University, Department of Media Studies, Bengaluru, India; Menon V.A., Kristu Jayanti College (Autonomous), Department of Media Studies, Bengaluru, India; Ashique Ali K.A., Central University of Tamil Nadu, Department of Commerce, Thiruvarur, India; Paul A., Christ University, Department of Media Studies, Bengaluru, India</text>
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                <text>To study and assess the immersive virtual environment experience of ChatGPT on student engagement in online script writing among media students, an experiment was conducted at the VR Experiential Lab, Christ University, between September 2023 and January 2024. The media students were tasked with writing a script for a short film within a VR environment, with ChatGPT displayed using an Oculus HMD (head-mounted display). A total of 180 students were recruited for the study through purposive sampling, and experiment photos are provided in the appendix. The data collection tool utilized was the virtual experience questionnaire developed by Tcha-Tokey.  2024, IGI Global. All rights reserved.</text>
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                <text>This study employed a comprehensive research strategy utilizing both online and offline methodologies to gather insights from 278 female media professionals in Karnataka. The survey, conducted from May 2023 to October 2023, encompassed a substantial timeframe, allowing for a thorough data collection process and the observation of potential variations over the months. The self-esteem scale and workplace communication behaviour inventory scale were employed for the data collection. All correlations were statistically significant affirming the reliability of these associations. Linear regression analyses further elucidated the relationships between self-esteem and specific workplace behaviours.  2024 by IGI Global. All rights reserved.</text>
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                <text>Cognitive Behavioral Neuroscience in Organizational Settings, pp. 65-82.</text>
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                <text>Kunnumpurath B., Christ University, India; Prasad A., Chinmaya Vishwa Vidyapeeth, India; Menon V.A., Kristu Jayanti College, India; Thomas J., Kristu Jayanti College, India</text>
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                <text>Kunnumpurath B., Department of Media Studies, CHRIST (Deemed to be University), Bengaluru, India; Paul A., Department of Media Studies, CHRIST (Deemed to be University), Bengaluru, India; Menon V.A., Department of Education, Institute for Educational and Developmental Studies (IEDS), Uttar Pradesh, Noida, India</text>
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                <text>This chapter examines how immersion in virtual reality (VR) affects the psychological well-being, perceived interactivity, and positive thinking of young adults. Using a questionnaire adapted from Katy Tcha-Tokey's VR survey and established scales by Sally J. McMillan, Jang-Sun Hwang, and Diener, data was collected from 224 students at Christ University. Participants engaged in a VR meditation session using Meta Quest 2 headsets. Results indicated stronger correlations between immersion and psychological well-being (r = 0.511) and positive thinking (r = 0.485) compared to perceived interactivity (r = 0.319). Regression analyses confirmed immersion's predictive power for psychological well-being (? = 0.511, R2 = 0.261) and perceived interactivity (? = 0.485, R2 = 0.236), with lesser impact on positive thinking (R2 = 0.101). The study suggests that VR immersion notably influences psychological well-being and perceived interactivity among young adults.  2026 Scrivener Publishing LLC.</text>
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                <text>Kunnumpurath B., Christ University, Bengaluru, India; Reddy B.G., Christ University, Bengaluru, India; Menon V.A., Institute for Educational and Developmental Studies, Uttar Pradesh, Gautambuddha Nagar, India; Paul A., Christ University, Bengaluru, India</text>
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                <text>The rise in popularity of Bollywood cinema, fueled by streaming services such as Netflix and Amazon Prime, has increased the global availability of Hindi-language films. This study investigates the sentiment analysis of Bollywood movie reviews using a dataset of 1,698 movies released between 2005 and 2017. The research examines three main dimensions: confusion matrix, evaluation metric, and random forest model. The results highlight the model's ability to accurately predict emotions, especially when detecting neutral and positive emotions. Challenges in identifying negative emotions persist.  The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.</text>
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                <text>This study aims to survey the literature and factual evidence on the nexus between deforestation and agriculture through an assessment of the potential impacts of climate change in the context of the world, India, and the Western Ghats. The Western Ghats region was chosen for this study because of its deep ecological significance. A few underlying themes were created and findings were documented under each theme that ranged from the causes of deforestation, the transformation of forest land for agriculture, the nexus between agriculture, deforestation and climate change, climate-driven agricultural vulnerability and the reconciliation of forest protection with agriculture. These findings suggest that shifting agriculture has been a dominant source of deforestation. The primary climatic impacts on agriculture are seen through crop yield falls. Indias arid and semiarid tropical regions have witnessed high climate-driven agricultural sensitivity. This could be on account of the fact that Indias tropical forests have witnessed high deforestation. The presence of higher tree densities in areas under Joint Forest Planning and Management in the Western Ghats create the potential for sparing remaining land areas for non-forest uses such as agriculture.  2024, Editorial office of Journal of Resources and Ecology. All rights reserved.</text>
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                <text>Kunte G.; Bhat V.</text>
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                <text>Journal of Resources and Ecology, Vol-15, No. 1, pp. 140-150.</text>
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                <text>All Open Access; Bronze Open Access</text>
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                <text>Kunte G., Department of Economics, Christ (Deemed to be University), Dharmaram College Post, Karnataka, Bangalore, 560029, India; Bhat V., Department of Economics, Christ (Deemed to be University), Dharmaram College Post, Karnataka, Bangalore, 560029, India</text>
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                <text>Kunwar, Fateh Bahadur; John, Tegil J.; Krishna, G. Venkata; Reddy, Kotte Amaranadha; Srinivas, T. Aditya Sai; Bharti, Sandeep</text>
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                <text>Fuzzy Logic-AHP Hybrid Model for Faculty Performance Evaluation to Enhance Educational Quality in Higher Education</text>
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                <text>2025 IEEE International Conference on Emerging Trends in Computing and Communication, ETCOM 2025;</text>
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                <text>Kunwar F.B., Greater Noida Institute of Technology, Department of Computer Science and Engineering, Uttar Pradesh, Greater Noida, India; John T.J., Christ University, Department of Computer Science, Karnataka, Bengaluru, India; Krishna G.V., Prasad V Potluri Siddhartha Institute of Technology, Department of CSE (AI&amp;amp;ML), Vijayawada, India; Reddy K.A., School of Advanced Sciences, Kalasalingam Academy of Research and Education, Department of Mathematics, Tamil Nadu, Virudhunagar, India; Srinivas T.A.S., Ravindra College of Engineering for Women, Department of CSE, Kurnool, India; Bharti S., Deewan College, Department of Computer Science and Engineering (CSE), Uttar Pradesh, Meerut, India</text>
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                <text>Guaranteeing equitable and precise evaluation of teacher performance is a continual challenge in higher education, as subjective discrimination, uneven metrics, and absence of cohesive frameworks frequently obstruct informed decision-making. A hybrid Fuzzy Logic-Analytic Hierarchy Process (AHP) model is developed to integrate systematic requirement weighting through AHP with the uncertainty management features of fuzzy logic. The method assesses faculty performance across various dimensions, including classroom effectiveness, research output, service involvement, and professional advancement. The integration guarantees impartiality in criterion weighing and adaptability in managing qualitative assessments, resulting in a balanced and thorough evaluation method. The proposed hybrid framework, in contrast to standard models, reduces subjectivity, improves interpretability, and provides greater accuracy in prediction. Experimental findings indicate that the model attains an Accuracy of 96.8%, Precision of 97.2%, Recall of 96.5%, F1score of 96.8%, and AUC of 0.98, surpassing baseline methods like Decision Trees, Logistic Regression, and Support Vector Machines. These findings confirm the resilience and flexibility of the proposed methodology in practical teacher evaluation contexts. The research enhances educational quality and facilitates the integration of hybrid decision-support systems into institutional policy-making and future academic performance evaluations.  2025 IEEE.</text>
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                <text>Analytic Hierarchy Process (AHP); Criteria Weighting; Educational Quality; Faculty Performance Evaluation; Fuzzy Inference System; Fuzzy Logic; Higher Education Analytics; Hybrid Model; Intelligent Decision Support System; Machine Learning in Education; Membership Functions; Multi-Criteria Decision Making; Robustness Analysis; Sensitivity Analysis</text>
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                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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