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                <text>Exploring White Knight Syndrome in an Indian Setting: A Grounded Theory Approach</text>
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                <text>Grounded theory; Indian setting; Relationship; White knight</text>
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                <text>White knights are individuals who enter into romantic relationships with damaged and vulnerable partners, hoping that love will transform their partners behaviour or life. Existing literature on white knight is limited to a handful of studies, primarily based on Western population. The present research aimed at developing a substantive theory on white knight syndrome in an Indian setting. The study follows a qualitative paradigm and the research design is grounded theory approach to be specific. Participants for the study were screened using Lamias white knight checklist. Data has been collected from eighteen young adults aged 1825years through semi-structured interviews. The data was analyzed using Strauss and Corbin grounded theory analysis. The study identified six phasespre-relationship phase, needs exploration phase, shining white knight phase, drained white knight phase, golden realization phase, and finally delayed breakup. Along with the phases, the study identified factors, characteristics, and types of white knight. The study has implications in the clinical and counselling field in identifying and understanding white knight tendencies. Additionally, the theory is applicable in the Indian setting highlighting the intricate interaction between culture, norms, roles, and the recent social factors.  2023, The Author(s), under exclusive licence to Springer Nature Switzerland AG.</text>
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                <text>Ray S.; Afsar M.; Pandey V.P.</text>
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                <text>Human Arenas</text>
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                <text>Springer Science and Business Media B.V.</text>
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                <text>&lt;a href="https://doi.org/10.1007/s42087-023-00332-y" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1007/s42087-023-00332-y&lt;/a&gt;
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                <text>ISSN: 25225804</text>
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                <text>Ray S., Department of Psychology, CHRIST (Deemed to Be University), Delhi NCR, Ghaziabad, India; Afsar M., Department of Psychology, CHRIST (Deemed to Be University), Delhi, Ghaziabad, India; Pandey V.P., Department of Psychology, Lakshmibai College, Delhi University, Delhi, India</text>
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                <text>Hubble Space Telescope Captures UGC 12591: Bulge/disc properties, star formation and 'missing baryons' census in a very massive and fast-spinning hybrid galaxy</text>
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                <text>galaxies: individual: UGC12591; galaxies: ISM; galaxies: spiral; Galaxy: formation; Galaxy: fundamental parameters</text>
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                <text>We present Hubble Space Telescope ( HST ) observations of the nearby, massive, highly rotating hybrid galaxy UGC 12591, along with observations in the UV to FIR bands. HST data in V , I , and H bands is used to disentangle the structural components. Surface photometry shows a dominance of the bulge o v er the disc with an H-band B / D ratio of 69 per cent . The spectral energy distribution (SED) fitting reveals an extremely low global star formation rate (SFR) of 0 . 1-0 . 2 M yr-1 , exceptionally low for the galaxy's huge stellar mass of 1 . 6 0 11 M, implying a strong quenching of its SFR with a star formation efficiency of 3-5 per cent. For at least the past 10 8 yr, the galaxy has remained in a quiescent state as a sterile, 'red and dead' galaxy. UGC 12591 hosts a supermassive black hole (SMBH) of 6 . 18 0 8 M, which is possibly quiescent at present, i.e. we neither see large (1kpc) radio jets nor the SMBH contributing significantly to the mid-IR SED, ruling out strong radiative feedback of AGN. We obtained a detailed census of all observable baryons with a total mass of 6 . 46 0 11 M within the virial radius, amounting to a baryonic deficiency of 85 per cent relative to the cosmological mean. Only a small fraction of these baryons reside in a warm/hot circumgalactic X-ray halo, while the majority are still unobservable. We discussed various astrophysical scenarios to explain its unusual properties. Our work is a major step forward in understanding the assembly history of such e xtremely massiv e, isolated galaxies.   2022 The Author(s) Published by Oxford University Press on behalf of Royal Astronomical Society.</text>
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                <text>Ray S.; Bagchi J.; Dhiwar S.; Pandge M.B.; Mirakhor M.; Walker S.A.; Mukherjee D.</text>
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              <elementText elementTextId="104187">
                <text>Monthly Notices of the Royal Astronomical Society, Vol-517, No. 1, pp. 99-117.</text>
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              <elementText elementTextId="104188">
                <text>Oxford University Press</text>
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            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>2022-01-01</text>
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                <text>&lt;a href="https://doi.org/10.1093/mnras/stac2683" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1093/mnras/stac2683&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159212679&amp;amp;doi=10.1093%2Fmnras%2Fstac2683&amp;amp;partnerID=40&amp;amp;md5=19f76244758b79ddfb8a522b8f2ae0ca" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159212679&amp;amp;doi=10.1093%2fmnras%2fstac2683&amp;amp;partnerID=40&amp;amp;md5=19f76244758b79ddfb8a522b8f2ae0ca&lt;/a&gt;</text>
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              <elementText elementTextId="104191">
                <text>All Open Access; Green Open Access</text>
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                <text>ISSN: 358711; CODEN: MNRAA</text>
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                <text>Ray S., Dayanand Science College, Latur, 413531, India, Department of Physics and Electronics, CHRIST (Deemed to Be University), Hosur Road, Bengaluru, 560029, India; Bagchi J., Department of Physics and Electronics, CHRIST (Deemed to Be University), Hosur Road, Bengaluru, 560029, India; Dhiwar S., Dayanand Science College, Latur, 413531, India, Inter-University Centre for Astronomy and Astrophysics, Pune, 411007, India, Savitribai Phule Pune University, Pune, 411007, India; Pandge M.B., Dayanand Science College, Latur, 413531, India; Mirakhor M., The University of Alabama in Huntsville, OPB430, Huntsville, 35899, AL, United States; Walker S.A., The University of Alabama in Huntsville, OPB430, Huntsville, 35899, AL, United States; Mukherjee D., Inter-University Centre for Astronomy and Astrophysics, Pune, 411007, India</text>
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                <text>Probing star formation in five of the most massive spiral galaxies observed through ASTROSAT UltraViolet Imaging Telescope</text>
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                <text>galaxies: individual: NGC 1030, NGC 1961, NGC 4501, NGC 5635, NGC 266; galaxies: ISM; galaxies: spiral; Galaxy: formation; Galaxy: fundamental parameters</text>
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                <text>We present highly resolved and sensitive imaging of the five nearby massive spiral galaxies (with rotation velocities &amp;gt; 300 km s?1) observed by the UltraViolet Imaging Telescope onboard Indias multiwavelength astronomy satellite ASTROSAT, along with other archival observations. These massive spirals show a far-ultraviolet star formation rate in the range of ? 1.4  13.7 M? yr?1 and fall in the Green Valley region with a specific star formation rate within ? 10?11.5  10?10.5 yr?1. Moreover, the mean star formation rate density of the highly resolved star-forming clumps of these objects is in the range 0.011  0.098 M? yr?1 kpc?2, signifying localized star formation. From the spectral energy distributions, under the assumption of a delayed star formation model, we show that the star formation of these objects had peaked in the period of ? 0.8  2.8 Gyr after the Big Bang and the object that has experienced the peak sooner after the Big Bang show relatively less star-forming activity at z ? 0 and falls below the main-sequence relation for a stellar content of ? 1011 M?. We also show that these objects accumulated much of their stellar mass in the early period of evolution with ? 31  42 per cent of the total stellar mass obtained in a time of (1/16)  (1/5)th the age of the Universe. We estimate that these massive objects convert their halo baryons into stars with efficiencies falling between ? 7 and 31 per cent.  2024 Oxford University Press. All rights reserved.</text>
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                <text>Ray S.; Dhiwar S.; Bagchi J.; Pandge M.B.</text>
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                <text>Monthly Notices of the Royal Astronomical Society, Vol-527, No. 4, pp. 9999-10015.</text>
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                <text>&lt;a href="https://doi.org/10.1093/mnras/stad3702" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1093/mnras/stad3702&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85183080089&amp;amp;doi=10.1093%2Fmnras%2Fstad3702&amp;amp;partnerID=40&amp;amp;md5=5d9d1e4103b5cfd768cd68d3f3dd76a9" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85183080089&amp;amp;doi=10.1093%2fmnras%2fstad3702&amp;amp;partnerID=40&amp;amp;md5=5d9d1e4103b5cfd768cd68d3f3dd76a9&lt;/a&gt;</text>
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                <text>All Open Access; Hybrid Gold Open Access</text>
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                <text>Ray S., Department of Physics and Electronics, Christ University, Hosur Road, Bengaluru, 560029, India, Department of Physics and Electronics, Dayanand Science College, Latur, 413512, India; Dhiwar S., Inter-University Centre for Astronomy and Astrophysics, Pune, 411007, India, Department of Physics, Savitribai Phule Pune University, Pune, 411007, India; Bagchi J., Department of Physics and Electronics, Christ University, Hosur Road, Bengaluru, 560029, India; Pandge M.B., Department of Physics and Electronics, Dayanand Science College, Latur, 413512, India</text>
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                <text>Studies on photophysical properties of mono-carbonyl curcumin analogues: Experimental andtheoretical approach</text>
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                <text>2; 6 dibenzylidenecyclohexanone(DBCH); 6-bis(4 chlorobenzylidene) cyclohexanone(CBCH) and 2; Dipole moment; HOMO/LUMO energies; Keyword: Curcumin; TD-DFT</text>
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                <text>The solvatochromic fluorescence behaviour of mono-carbonyl curcumin analogues has been studied in ten different solvents ranging from non-polar to polar. The solvent effect on the spectral properties of analogues has been discussed. The ground state dipole moments were estimated experimentally by Bilot-Kawski equation which is a function of Stokes shift with the solvent polarity parameters and Guggenheim method and theoretically by TD-DFT studies. The excited state dipole moment was determined using Bilot-Kawski equations. The excited state dipole moments for the two molecules were found to be higher than their corresponding ground state dipole moments. Theoretically Frontier molecular orbital (HOMO/ LUMO) energies were determined by Gaussian 09 W software using TD-DFT.  2018 Oriental Scientific Publishing Company. All rights reserved.</text>
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                <text>Rayanal M.; Pujar P.P.; Sridhar D.</text>
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                <text>Oriental Journal of Chemistry, Vol-34, No. 4, pp. 2170-2179.</text>
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                <text>Rayanal M., Department of Chemistry, Christ (Deemed to be University), Bengaluru, 560 029, India; Pujar P.P., Department of Chemistry, Christ (Deemed to be University), Bengaluru, 560 029, India; Sridhar D., Department of Chemistry, Christ (Deemed to be University), Bengaluru, 560 029, India</text>
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                <text>Synthesis of derivatives and analogues of natural products and studies on their photophysical properties</text>
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                <text>Multiple slip effects on MHD non-Newtonian nanofluid flow over a nonlinear permeable elongated sheet: Numerical and statistical analysis</text>
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                <text>Brownian motion; Casson fluid; Multiple slip effects; Nanofluids; Nonlinear stretching sheet; Statistical analysis</text>
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                <text>Purpose: The purpose of this paper is to examine the interaction effects of a transverse magnetic field and slip effects of Casson fluid with suspended nanoparticles over a nonlinear stretching surface. Mathematical modeling for the law of conservation of mass, momentum, heat and concentration of nanoparticles is executed. Design/methodology/approach: Governing nonlinear partial differential equations are reduced into nonlinear ordinary differential equations and then shooting method is employed for its solution. The slope of the linear regression line of the data points is calculated to measure the rate of increase/decrease in the reduced Nusselt number. Findings: The effects of magnetic parameter (0=M=4), Casson parameter (0.1=?&amp;lt;8), nonlinear stretching parameter (0=n=3) and porosity parameter (0=P=6) on axial velocity are shown graphically. Numerical results were compared with another numerical approach and an excellent agreement was observed. This study reveals the fact that the Brownian motion parameter and boundary layer thickness have a direct relationship with temperature. Also, Brownian motion and thermophoresis contribute to an increase in the thermal boundary layer thickness. Originality/value: Despite the immense significance and repeated employment of non-Newtonian fluids in industry and science, no attempt has been made up till now to inspect the Casson nanofluid flow with a permeable nonlinear stretching surface.  2019, Emerald Publishing Limited.</text>
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                <text>Raza J.; Farooq M.; Mebarek-Oudina F.; Mahanthesh B.</text>
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                <text>Multidiscipline Modeling in Materials and Structures, Vol-15, No. 5, pp. 913-931.</text>
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                <text>ISSN: 15736105</text>
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                <text>Raza J., School of Quantitative Sciences, Universiti Utara Malaysia, Sintok, Malaysia; Farooq M., University of Lahore, Pakpattan Campus, Pakpattan, Pakistan; Mebarek-Oudina F., Department of Physics, Faculty of Sciences, University of 20 ao 1955-Skikda (Skikda University), Skikda, Algeria; Mahanthesh B., Department of Mathematics, Christ University, Bangalore, India</text>
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                <text>Magnetohydrodynamic flow of nano Williamson fluid generated by stretching plate with multiple slips</text>
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                <text>Joule heating; MHD; Nano Williamson fluid; Variable thickness; Viscous dissipation</text>
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                <text>Purpose: The purpose of this paper is to present an exploration of multiple slips and temperature dependent thermal conductivity effects on the flow of nano Williamson fluid over a slendering stretching plate in the presence of Joule and viscous heating aspects. The effectiveness of nanoparticles is deliberated by considering Brownian moment and thermophoresis slip mechanisms. The effects of magnetism and radiative heat are also deployed. Design/methodology/approach: The governing partial differential equations are non-dimensionalized and reduced to multi-degree ordinary differential equations via suitable similarity variables. The subsequent non-linear problem treated for numerical results. To measure the amount of increase/decrease in skin friction coefficient, Nusselt number and Sherwood number, the slope of linear regression line through the data points are calculated. Statistical approach is implemented to analyze the heat transfer rate. Findings: The results show that temperature distribution across the flow decreases with thermal conductivity parameter. The maximum friction factor is ascertained at stronger magnetic field. Originality/value: In the current paper, the magneto-nano Williamson fluid flow inspired by a stretching sheet of variable thickness is examined numerically. The rationale of the present study is to generalize the studies of Mebarek-Oudina and Makinde (2018) and Williamson (1929).  2019, Emerald Publishing Limited.</text>
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                <text>Raza J.; Mebarek-Oudina F.; Mahanthesh B.</text>
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                <text>Multidiscipline Modeling in Materials and Structures, Vol-15, No. 5, pp. 871-894.</text>
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                <text>Raza U., Department of Mathematics, University of Jhang, Jhang, 35200, Pakistan; Anwar M.S., Department of Mathematics, University of Jhang, Jhang, 35200, Pakistan; Ali H., Department of Sciences and Humanities, National University of Computer and Emerging Sciences (FAST), Chiniot, 35400, Pakistan; Puneeth V., Department of Computational Science, Christ (Deemed to Be University), Ghaziabad, 201003, India; Irfan M., Department of Mathematical Sciences, Federal Urdu University of Arts Sciences &amp;amp; Technology, Islamabad, 44000, Pakistan; Hussain Z., Department of Mathematics, University of Baltistan, Skardu, Pakistan</text>
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                <text>The presence of dark matter (DM), though well established by indirect evidence, is yet to be observed directly. Various DM detection experiments running for several years have yielded no positive results. In view of these negative results, we had earlier proposed alternate models by postulating a minimum gravitational field strength (minimum curvature) and a minimum acceleration. These postulates led to the modified Newtonian dynamics and modified Newtonian gravity (MONG). The observed flat rotation curves of galaxies were also accounted for through these postulates. Here, we extend these postulates to galaxy clusters and model the dynamical velocity-distance curve for a typical cluster such as the Virgo cluster. The radial velocities of galaxies in the Virgo cluster are also obtained through this model. Observations show an inconsistency in the Hubble flow at a mean cluster distance of 17 Mpc, which is expected in regions of high matter density. This decrease in velocity is predicted by our model of modified gravity (MONG). The radial velocity versus distance relation for galaxies in the Virgo cluster obtained using MONG is in agreement with observations.   2022 World Scientific Publishing Company.</text>
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                <text>Rebecca L., Department of Physics, Christ Junior College, Karnataka, Bengaluru, 560029, India, Department of Physics and Electronics, Christ (Deemed to Be University), Karnataka, Bengaluru, 560029, India; Kenath A., Department of Physics and Electronics, Christ (Deemed to Be University), Karnataka, Bengaluru, 560029, India; Sivaram C., Indian Institute of Astrophysics, Karnataka, Bengaluru, 560034, India</text>
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                <text>Can Hubble tension be eased by invoking a finite range for gravity?</text>
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                <text>The estimation of the Hubble constant in the past few decades has increasingly become more accurate with the advancement of new techniques. However, its value seems to depend on the epoch at which the measurements are made. The Planck estimate of the Hubble constant from the observations of the cosmic microwave background radiation in the early universe is about 67km\s\Mpc, whereas that obtained from the distance indicators at the current epoch is ?73-74km\s\Mpc. This discrepancy between the two groups of measurement is termed as the Hubble tension which has gained much attention in the past few decades with growing significance as measurements from both, the early and the late universe, studies continue to produce results with increasing precision. In this work, we propose a modification to gravity by considering a finite range gravitational field as an alternate explanation for this discrepancy in the value of the Hubble constant.  2024 World Scientific Publishing Company.</text>
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                <text>Rebecca L., Department of Physics and Electronics, CHRIST (Deemed to Be University), Bangalore, India; Sivaram C., Theory Group, Indian Institute of Astrophysics, Bangalore, India; Sebastian D., Department of Physics and Electronics, CHRIST (Deemed to Be University), Bangalore, India; Arun K., Department of Physics and Electronics, CHRIST (Deemed to Be University), Bangalore, India</text>
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                <text>Credit Default Swaps, is one of the significant contributors to the 2008 financial crash due to raise of illiquidity and its limited space to mitigate the risk, the market is dictated by few institutions  across  the  globe.  Hence  the research  investigates  realistically  by probing  the credit default swaps role and contribution in the financial crash, existing gaps and current mechanism of the credit default swaps, as a result we anticipate the outcome might force us restructure the existing mechanism or possible innovative alternate models in order to boost the liquidity and to establish robust platform which helps to minimize the counterparty risk. Financial tsunami in the year 2008, alarmed researchers, regulators, economists, sovereigns and financial institutions across the globe to emphasize on the need of strong liquidity and risk mitigation or diversification model(s) for credit default swaps market reformation and the development  along with creating  superior  confidence  levels  in the  market.  The  literature review of the research acknowledged that the existing financial institutions and researchers analyzed and articulated  the need of the retail investors participation in the credit default swaps market to create a strong liquidity and to mitigate counterparty risk. The anticipated restructuring or possible innovative alternate models may help to reform and to maintain the development of the credit default swaps market and also provoke superior confidence levels to boost strong liquidity and options to diversify the associated risk. The outcome of this research may also motivate the investments  in the debt market which helps to enhance the debt capital markets and economies around the globe.

Finally we verify the liquidity strength and degree of risk with the help of research proxies; the proxies are width of the bid and ask spread of the research outcome,  as we strongly believe bid and ask spread have self illustrative power to explain the degree of liquidity and risk  mathematically  and  statistically,  the  research  assume  multiple  regression  model  to establish relationship between dependent variable and independent variables.



Keywords:  Unlocking,  Credit Default Swaps (CDS), Retail Investors,  Liquidity and Risk Diversification.



JEL Classification:  L810, G320

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                <text>Reddy A.G.V., Department of Physics, Nitte Meenakshi Institute of Technology, Yelahanka, Karnataka, Bengaluru, India, Department of Physics, SJB Institute of Technology, Kengeri, Karnataka, Bengaluru, India; Kumar K.N., Department of Physics, Center for Nanomaterials and MEMS, Nitte Meenakshi Institute of Technology, Yelahanka, Karnataka, Bengaluru, India; Shaik H., Department of Physics, Center for Nanomaterials and MEMS, Nitte Meenakshi Institute of Technology, Yelahanka, Karnataka, Bengaluru, India; Jafri R.I., Department of Physics and Electronics, Christ University, Hosur Road, Karnataka, Bengaluru, India; Naik R., Department of Physics, New Horizon College of Engineering, Karnataka, Bengaluru, India; Doreswamy B.H., Department of Physics, SJB Institute of Technology, Kengeri, Karnataka, Bengaluru, India</text>
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                <text>The article focuses on the classification of diseased leaves using a machine learning algorithm. The main focus in agriculture is controlling pests and weeds, for which farmers spray chemical pesticides to get a good yield. The issue here is over-usage and under-usage of pesticides, which might harm the end consumer. To achieve the goal of reducing pesticide use and detecting pests in the crop early, the machine learning algorithm is deployed on the leaf image. The image data of the leaf of the cauliflower plant is collected for 40days. The data was collected from the day the plant was seeded in a pot until the day it was ready to be planted in the soil. From this data, the pest attack on the plants is tracked without the application of pesticides. To achieve this, the CNN algorithm is used on the collected image data. The outcome of the study would be to classify the diseased leaves based on the pest attack and know the right time to spray the pesticides to reduce the damage to the plant. This also reduces the use of pesticides and costs to the farmer.  The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.</text>
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                <text>Reddy B.D.K., School of Business and Management, Christ University, Bangalore, India; Iyer L.S., School of Business and Management, Christ University, Bangalore, India</text>
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                <text>DROUGHT MITIGATION THROUGH HYDROGEL APPLICATION IN RICE (Oryza sativa L.) CULTIVATION</text>
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                <text>Agriculture; Drought; Hydrogel; Mitigation; Rice; Soil conditioning; Sustainability</text>
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                <text>Sustainability in irrigation is an essential step towards responsible water consumption. In recent years, many studies have sketched climate-resilient agricultural practices to fight drought and uncertain rainfall patterns. Major rain-fed crops such as paddy and wheat require aid when there are abnormal dry spells. To mitigate the loss of crops from such events, superabsorbent polymers can be used. Soils amended with hydrogel or Superabsorbent polymer (SAP) retain moisture during drought to prevent loss of water through evaporation and percolation. This allows the crop to grow with less shock from drought. This study compares rice (Oryza sativa L.) growth rate under application (treatment groups) and non-application (control groups) of hydrogel, considering their high-water requirement. NDLR07 (recently developed) and BPT5204 (local variety) rice varieties were chosen for the current study. Randomized controlled trials were performed for each variety on a control group (NC &amp;amp; BC) and 3 treatment groups with 20% (NT20 &amp;amp; BT20), 40% (NT40 &amp;amp; BT40), and 60% (NT60 &amp;amp; BT60) deficit water supplies respectively. N, T, C refers to seed type, treatment group, control group respectively. Intermittent drought condition was imposed for 14 days to assess the resilience of crops. The water retention capacity of the sandy loam soil was better for treatment groups by 20% than control groups even at an average temperature of 40 ?. Treatment groups continued growing through the drought phase and after, while control groups showed stagnation. Among the tested treatment groups, NT20 had the highest growth among all trials. The results of the study suggested that hydrogel application can help to combat droughts and thereby contribute to sustainable agricultural production by restricting the involvement of climate changes.  2021, Editorial board of Journal of Experimental Biology and Agricultural Sciences. All rights reserved.</text>
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                <text>Reddy B.S.P.; Vasudevan S.; Mani S.K.; Uppaluri S.; Sudakar M.</text>
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                <text>Journal of Experimental Biology and Agricultural Sciences, Vol-9, No. 6, pp. 727-733.</text>
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              <elementText elementTextId="119915">
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                <text>All Open Access; Gold Open Access</text>
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                <text>ISSN: 23208694</text>
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                <text>Reddy B.S.P., Department of Civil Engineering, CHRIST (Deemed to be University), School of Engineering and Technology, Bengaluru, 560074, India; Vasudevan S., Department of Civil Engineering, CHRIST (Deemed to be University), School of Engineering and Technology, Bengaluru, 560074, India; Mani S.K., Department of Civil Engineering, CHRIST (Deemed to be University), School of Engineering and Technology, Bengaluru, 560074, India; Uppaluri S., Department of Civil Engineering, CHRIST (Deemed to be University), School of Engineering and Technology, Bengaluru, 560074, India; Sudakar M., Department of Agronomy, Pendekanti Krishi Vigyan Kendra, Kurnool, 518124, India</text>
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                <text>Machine Learning based Loan Eligibility Prediction using Random Forest Model</text>
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            <elementTextContainer>
              <elementText elementTextId="179397">
                <text>Borrowers; Customer Prediction; Data Collecction; Lloan Eligibility; Machine Learning; Random Forest</text>
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                <text>When one or more people, organizations, or other entities lend money to other people, organizations, or entities, it is known as a loan. The recipient (that is the borrower) takes on a debt for which he or she is normally accountable for interest payments until the loan is repaid. The major goal of this proposed model is to ensure that an individual, institution, or organization seeking for a loan is properly verified before granting them the loan they require. Before authorizing a loan for any individual or business several factors must be considered. That including gender, education, and the number of dependents. The goal of proposed model is to automate the method, which will save time and energy while improving the efficiency of the process. This particular process input is having two different kind of data set. First one is train data set and second set is test data set. The first date set that is train data set is generally used to train and assess the machine learning model accuracy. The loan eligibility predictions are generated using the test data set. To forecast loan eligibility and train this random forest, machine learning method called Random Forest. The proposed random forest model is providing higher accuracy level. This model is providing 28 % higher accuracy level compare to regular prediction.   2022 IEEE.</text>
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              <elementText elementTextId="179399">
                <text>Reddy C.S.; Siddiq A.S.; Jayapandian N.</text>
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                <text>7th International Conference on Communication and Electronics Systems, ICCES 2022 - Proceedings, pp. 1073-1079.</text>
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                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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                <text>&lt;a href="https://doi.org/10.1109/ICCES54183.2022.9835875" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1109/ICCES54183.2022.9835875&lt;/a&gt;
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                <text>ISBN: 978-166549634-6</text>
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                <text>Reddy C.S., Christ, Deemed to Be University, Department of Cse, Bangalore, India; Siddiq A.S., Christ, Deemed to Be University, Department of Cse, Bangalore, India; Jayapandian N., Christ, Deemed to Be University, Department of Cse, Bangalore, India</text>
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                <text>Demographic Determinants; Determinants of Health; Epidemiological Transition; Non-communicable Diseases; Physiological Determinants; Public Health in India; Socio-economic Determinants</text>
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                <text>Indias disease burden patterns are shifting towards increased morbidity and mortality from Non-communicable disease and chronic diseases. This is one of the first studies conducted using the PRISMA guidelines and checklist to understand the role played by various determinants of health in this epidemiological transition happening in India. The search on 9 reputed bibliographic databases yielded 459 articles and finally 58 articles were selected based on carefully curated selection criteria. The results confirm the relation between India's demographic transition and the increasing disease burden from Non-communicable diseases (NCDs). 21 studies significantly associated urban residential status, increasing income, better living conditions and education with increasing NCDs' prevalence. 12 studies found that NCDs were more prevalent among women than men. Increased physical activity, a healthy diet and a lower hipto-waist ratio were observed to protect against NCDs. While 9 studies found smoking tobacco and alcohol consumption were not significantly associated with the prevalence of NCDs. It is of foremost importance that Indias public health policy focus must shift towards inclusivity as there is an affluent gradient to the increased morbidity and mortality from NCDs. Copyright2024 by authors, all rights reserved.</text>
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                <text>Reddy D.A.; Mahesh E.</text>
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                <text>Universal Journal of Public Health, Vol-12, No. 4, pp. 781-791.</text>
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                <text>Horizon Research Publishing</text>
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                <text>2024-01-01</text>
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                <text>&lt;a href="https://doi.org/10.13189/ujph.2024.120418" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.13189/ujph.2024.120418&lt;/a&gt;
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                <text>ISSN: 23318880</text>
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                <text>Reddy D.A., Department of Economics, Faculty of Humanities and Social Sciences, CHRIST (Deemed to be University, India; Mahesh E., Department of Economics, Faculty of Humanities and Social Sciences, CHRIST (Deemed to be University, India</text>
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                <text>Modernized energy management system: A review</text>
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                <text>The usage of renewable energy system (RES) and its management is vital for reliable electrical energy delivery without pollution. In the scenario of increase in distributed generations (DGs), to utilize the generated electricity from RES without any wastage, to avoid the consumption of electricity during peak hours, to store and retrieve energy in an efficient way from the battery, there is a need for overall energy management system (EMS). As the prices for electricity and pollution are reduced, the review of available methodologies is discussed in this paper. The EMS takes decision based on the predicted load demand. So, the different prediction methodologies and their benefits are also discussed here. Though the electric vehicles (EVs) are considered as load in power system, the storage facility of the EVs are also used as power backup facilities through vehicle to grid (V2G) technology. This paper provides a review on the complete management of RES, EVs, batteries and load.  Published under licence by IOP Publishing Ltd.</text>
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                <text>Reddy D.S.; Jeyaprabha S.B.</text>
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                <text>Journal of Physics: Conference Series, Vol-1706, No. 1</text>
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                <text>&lt;a href="https://doi.org/10.1088/1742-6596/1706/1/012082" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1088/1742-6596/1706/1/012082&lt;/a&gt;
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                <text>All Open Access; Gold Open Access</text>
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                <text>ISSN: 17426588</text>
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                <text>Reddy D.S., Department of Electrical and Electronics Engineering, CHRIST (Deemed to Be University), Bangalore, India, Department of Electrical and Electronics Engineering, Sree Vidyanikethan Engineering College, Tirupati, India; Jeyaprabha S.B., Department of Electrical and Electronics Engineering, CHRIST (Deemed to Be University), Bangalore, India</text>
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