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                <text>Bilal F.S., Department of Mechanical Engineering, Faculty of Engineering, Al Baha University, Al Baha, 65527, Saudi Arabia; Elumalai P.V., Department of Mechanical Engineering, Aditya University, Surampalem, 533437, India; Kiran Kavalli, Department of Mechanical and Automobile Engineering, CHRIST University, Bengaluru, 560074, India; Mishra N.K., Department of Aeronautical Engineering, MLR Institute of Technology, Hyderabad, India; Chan C.K., Department of Mechanical Engineering, INTI International University, Malaysia; Saleel C.A., Department of Mechanical Engineering, College of Engineering, King Khalid University, Abha, 61421, Saudi Arabia, Center for Engineering and Technology Innovations, King Khalid University, Abha, 61421, Saudi Arabia; Hussain F., Department of Biological and Agricultural Engineering, Faculty of Engineering, Universiti Putra Malaysia, Selangor, Malaysia; Khan S.A., Department of Mechanical and Aerospace Engineering, Faculty of Engineering, International Islamic University, Selangor, Kuala Lumpur, 53100, Malaysia; Keba? A., Department of Energy Systems Engineering, Technology Faculty, Mu?la S?tk? Koan University, Mente?e, Mu?la, 48000, Turkey</text>
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                <text>Hydrogen-enriched dual-fuel compression-ignition (CI) engines are a potential pathway towards higher efficiency and lower carbon-intensive emissions. Studies conducted so far have considered hydrogen enrichment, biodiesel fuels, nano-additives, and data-driven optimization as separate entities; hence, there is no integration or comprehensive understanding about them, which leads to an efficiency-nitrogen oxides trade-off. This study presents an integrated experimental-machine learning-explainable artificial intelligence-multi-objective optimization framework for a hydrogen-assisted dual-fuel CI engine fueled with a Mahua biodiesel-diesel (B20) blend and hybrid nano-additives (Al2O3TiO2 and CeO2-MWCNT, 50-100ppm). Experimental results indicated that hydrogen enrichment hybridized with nano-additives improves brake thermal efficiency by 8-14% and reduces brake-specific fuel consumption by 10-18%. HC, CO, and smoke emissions are reduced by up to 35%, 32%, and 45%, respectively. There is a moderate increase in NOx by 12-28%. Machine-learning models achieved high predictive accuracy (R2&amp;gt;0.99). The XGBoost exhibited superior generalization. The SHapley Additive exPlanations analysis found that the dominant factors were engine load, the hydrogen energy share, and the concentration of nano-additives. The XGBoost-Multi-Objective Grey Wolf Optimizer (XGBMOGWO) framework created Pareto-optimal solutions showing a strong and interpretable pathway for advancing trade-offs between efficiency and emissions in dual-fuel engines.  2026 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.</text>
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                <text>Agriculture is a field that plays an essential part in strengthening a country's economy, especially in agrarian countries like India, where agriculture and crop productivity play a large role in the economy. The research focuses on comparing machine learning and Deep learning algorithms in predicting total crop yield production. The parameters considered for the study are State name, District name, Year, Season, Crop, Area and Production. The dataset is resourced from the data.gov.in website. Random forest from Machine Learning and Sequential model from Deep learning are compared, and the performance metric considered for the study is R2 score. The objective is to assess how well the independent variable predicts the variance in the dependent variable. Random Forest algorithm achieved an R2 score of 0.89, whereas Deep Learning Sequential algorithm gave an R2 score of 0.29.  2023 American Institute of Physics Inc.. All rights reserved.</text>
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                <text>Bindu Sri G., Department of Data Science, Christ University, Pune, Maharashtra, India; Thomas K.T., Department of Data Science, Christ University, Pune, Maharashtra, India</text>
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                <text>Synergetic effects of cross-linking and incorporation of Fe-Al bimetallic combination on the properties of polyvinyl alcohol novel films</text>
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                <text>Fe-Al bimetallic system; Glutaraldehyde; PVA film; Synergetic effect</text>
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                <text>Polyvinyl alcohol films incorporated with Fe-Al bimetallic combination novel films were synthesized by sol-gel method in the presence of glutaraldehyde (GA). The results of FTIR spectra confirmed the cross-linking between PVA and GA, resulted in the formation of rigid molecular chains. The comparison of thermograms of pure PVA and Fe-Al PVA films cured with GA indicated the enhanced thermal stability of the cured films. The electrical properties of the pure PVA films and bimetallic PVA films cured with GA were studied in the frequency range 100 Hz to 100 kHz. The current study explains the effect of GA and incorporation of Fe-Al bimetallic combination towards the structural modification and dielectric properties like dielectric constant, dielectric loss, ac conductivity, polarization, and permittivity of the cured PVA films. The variation of the storage modulus of cured PVA films as a function of temperature has also been studied.  2023, Qatar University and Springer Nature Switzerland AG.</text>
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                <text>Binish C.; Johns J.; Nakaramonthri Y.; Pittayavinai P.; Vijayasankar A.</text>
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                <text>Emergent Materials, Vol-6, No. 4, pp. 1309-1318.</text>
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              <elementText elementTextId="95062">
                <text>Institute for Ionics</text>
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                <text>Binish C., Department of Sciences &amp;amp; Humanities, School of Engineering and Technology, CHRIST - Deemed to be University, Bangalore, 560074, India; Johns J., Department of Physics, Rajarajeswari College of Engineering, Kumbalagodu, Bangalore, 560074, India; Nakaramonthri Y., Sustainable Polymer Materials Research Group, Department of Chemistry, Faculty of Science, King Mongkuts University of Technology, Thonburi, Bangkok, 10140, Thailand; Pittayavinai P., Sustainable Polymer Materials Research Group, Department of Chemistry, Faculty of Science, King Mongkuts University of Technology, Thonburi, Bangkok, 10140, Thailand; Vijayasankar A., Department of Sciences &amp;amp; Humanities, School of Engineering and Technology, CHRIST - Deemed to be University, Bangalore, 560074, India</text>
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                <text>Facile synthesis of aluminum oxyhydroxide-PVA films and its adsorptive evaluation for the removal of methylene blue dye from water: kinetics, optimization studies and mechanism</text>
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                <text>Aluminum oxyhydroxide-polyvinyl alcohol films were synthesized by the solgel method with varying metal-polymer ratios. The results of the characterization confirmed the formation of aluminum oxyhydroxideand the incorporation of metal into the polymer. The adsorption isotherms of the film exhibited type IV isotherms indicating the mesoporous nature with a non-uniform pore size distribution. The optical profilometric studies confirmed the surface roughness of the film. The adsorptive nature of the film was tested for the removal of methylene blue dye from the aqueous solution. Optimization studies were conducted to investigate the effect of various parameters on the adsorption process. The adsorption isotherms of methylene blue fit with the Langmuir isotherm model and follow a pseudo-second-order equation. A suitable reaction mechanism was proposed, which confirms the adsorptive nature of the film is due to the electrostatic attraction. The synergetic effect of the metal-polymer blend, surface roughness and pore size of the film, which ranges from 0.01 to 0.025nm,enhances the adsorption of methylene blue. The comparison of results obtained in the current study with earlier reports confirms that the aluminum oxyhydroxide-polyvinyl alcohol films can be considered an eco-friendly, cost-effective adsorbent for removing methylene blue.  2023, The Polymer Society, Taipei.</text>
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                <text>Binish C.J.; Athira M.J.; Chundattu S.J.; Mankunipoyil S.A.; Vijayasankar A.V.</text>
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                <text>Journal of Polymer Research, Vol-30, No. 12</text>
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                <text>Binish C.J., Department of Chemistry, CHRIST (Deemed to Be University), Bengaluru, 560029, India; Athira M.J., Department of Chemistry, CHRIST (Deemed to Be University), Bengaluru, 560029, India; Chundattu S.J., Department of Sciences and Humanities, School of Engineering and Technology, CHRIST (Deemed to Be University), Bengaluru, 560074, India; Mankunipoyil S.A., Department of Chemistry, RV College of Engineering, Bengaluru, 560059, India; Vijayasankar A.V., Department of Sciences and Humanities, School of Engineering and Technology, CHRIST (Deemed to Be University), Bengaluru, 560074, India</text>
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                <text>Synergistic effect of metals and cross linkers on surface modification of iron aluminum oxyhydroxide-PVA polymer films for enhanced catalytic activity in transesterification reaction</text>
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                <text>aluminum oxyhydroxide; iron polymer films; polyvinyl alcohol films; terpene esters; transesterification</text>
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                <text>Iron-incorporated aluminum oxyhydroxide polyvinyl alcohol films (Fe-Al-PVA) were synthesized using the solgel method. The influence of cross-linking agents on the aluminum oxyhydroxide films was investigated by incorporating glutaraldehyde into the synthesized films. Various characterization techniques were employed to understand the physico-chemical properties that affect the catalytic and adsorptive behavior of the self-supported films. The liquid phase transesterification of terpenes was used to test the catalytic activity of the films for the synthesis of industrially important terpene esters. The products were analyzed using GC, GCMS, and NMR techniques, and optimization studies were carried out under different experimental conditions. The reaction scope was expanded to a wider range of organic compounds, and a possible reaction mechanism was proposed. This study demonstrates the design and modification of efficient bimetallic polymer film catalyst for organic transformations.  2023 Wiley Periodicals LLC.</text>
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                <text>Journal of Applied Polymer Science, Vol-140, No. 46</text>
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                <text>All Open Access; Bronze Open Access</text>
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                <text>Binish C.J., Department of Chemistry, CHRIST (Deemed to be University), Bangalore, India; Kopparapu I., Department of Chemistry, CHRIST (Deemed to be University), Bangalore, India; Vijayasankar A.V., Department of Chemistry, CHRIST (Deemed to be University), Bangalore, India, Department of Sciences &amp;amp; Humanities, CHRIST (Deemed to be University), Bangalore, India; John A.M., Department of Chemistry, CHRIST (Deemed to be University), Bangalore, India; Chundattu S.J., Department of Chemistry, CHRIST (Deemed to be University), Bangalore, India, Department of Sciences &amp;amp; Humanities, CHRIST (Deemed to be University), Bangalore, India</text>
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                <text>Correlation of Surface Properties and Catalytic Activity of Metal Aluminophosphates</text>
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                <text>Alumina and its modified forms have gained significant interest in recent years as potential material for a wide variety of industrial applications. Aluminophosphates were reported as one of the promising catalytic materials in organic transformations. The catalytic activity of a material is always associated with the nature of active centers available on the surface of a catalyst. The incorporation of metal ions into aluminophosphates is of particular interest for the design of the novel catalysts. The post and pretreatment methods followed for the synthesis of the material determines the structural and textural properties of the material. The transition metal loading over aluminophosphates play a significant role in the generation of surface-active sites. This chapter deals with simple ecofriendly synthesis, physico-chemical characterization and catalytic activity of metal aluminophosphates. The chapter mainly explains the correlation of surface properties and catalytic activity of metal aluminophosphates in industrially important organic transformations.  2023 selection and editorial matter, Anitha Varghese and Gurumurthy Hegde; individual chapters, the contributors.</text>
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                <text>Binish C.J.; Vijayasankar A.V.</text>
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                <text>Emerging Nanomaterials for Catalysis and Sensor Applications, pp. 49-64.</text>
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                <text>&lt;a href="https://doi.org/10.1201/9781003218708-4" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1201/9781003218708-4&lt;/a&gt;
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                <text>ISBN: 978-100082420-9; 978-103211171-1</text>
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                <text>Binish C.J., Department of Sciences &amp;amp; Humanities, School of Engineering and Technology, CHRIST (Deemed to be University), Kengeri Campus, Bengaluru, India; Vijayasankar A.V., Department of Sciences &amp;amp; Humanities, School of Engineering and Technology, CHRIST (Deemed to be University), Kengeri Campus, Bengaluru, India</text>
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                <text>Synthesis and characterization of Poly-Vinyl Alcohol-Alumina composite film: An efficient adsorbent for the removal of Chromium (VI) from water</text>
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          <element elementId="49">
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              <elementText elementTextId="181292">
                <text>Alumina Film; Chromium removal; PVA; Water purification</text>
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                <text>Composite poly vinyl alcohol-alumina films were synthesized by a novel eco-friendly route in the absence of template. The physico-chemical nature of the synthesized film was studied using different characterization techniques. The poly vinyl alcohol-alumina composite film was found to be an efficient adsorbent for the removal of Chromium (VI) at higher concentrations from water. The preparation conditions were optimized to synthesize an efficient adsorbent film for the removal of chromium. The surface properties, chemical composition and amorphous nature of the film confirmed by different characterisation techniques attributes to the chromium removal efficiency of the film. Poly vinyl alcohol-alumina films are economically cheap, easy to prepare, efficient adsorbent for removal of chromium (VI) eco-friendly in nature and reusable with effortless regeneration methods.  2022</text>
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                <text>Binish C.J.; Vijayasankar A.V.; Sham Aan M.P.</text>
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                <text>Materials Today: Proceedings, Vol-62, pp. 5182-5188.</text>
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                <text>ISSN: 22147853</text>
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                <text>Binish C.J., Department of Chemistry, Christ Deemed to be University, Bangalore, 560029, India; Vijayasankar A.V., Department of Sciences &amp;amp; Humanities, School of Engineering and Technology, Christ Deemed to be University, Bangalore, 560074, India; Sham Aan M.P., Department of Chemistry, RV College of Engineering, Bangalore, India</text>
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