P. Corte-Leon , I. Skorvanek , F. Andrejka , M. Jakubcin , V. Zhukova , A. Zhukov
{"title":"Exploring the temperature dependence of magnetic properties and magnetoimpedance effect in Co-rich microwires","authors":"P. Corte-Leon , I. Skorvanek , F. Andrejka , M. Jakubcin , V. Zhukova , A. Zhukov","doi":"10.1016/j.jsamd.2024.100713","DOIUrl":"https://doi.org/10.1016/j.jsamd.2024.100713","url":null,"abstract":"<div><p>We studied the temperature dependence of the magnetic properties and giant magnetoimpedance, GMI, effect in as-prepared and annealed Co<sub>69.2</sub>Fe<sub>3.6</sub>Ni<sub>1</sub>B<sub>12.5</sub>Si<sub>11</sub>Mo<sub>1.5</sub>C<sub>1.2</sub> glass-coated microwires with nearly-zero magnetostriction. Substantial changes in the GMI ratio, <em>ΔZ/Z</em>, value and magnetic field, <em>H</em>, dependence, and in the hysteresis loops upon heating were observed. The modification in the hysteresis loop shape upon heating correlates with a change in the <em>ΔZ/Z</em> (<em>H</em>) dependencies. In as-prepared and most of the heat treated samples the hysteresis loop transformation from inclined to squared upon heating correlates with the change in <em>ΔZ/Z(H)</em> dependencies from double-peak to single-peak. However, the stress-annealed at 118 MPa samples present better thermal stability of the <em>ΔZ/Z(H)</em> dependencies and hysteresis loops. In all the studied samples an increase in the GMI ratio at 300 °C was observed. The origin of the observed temperature dependences is discussed in terms of the Hopkinson effect, temperature dependence and relaxation of internal stresses, induced magnetic anisotropy, and temperature dependence of the magnetostriction coefficient.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000443/pdfft?md5=618e8dc1cde7228bdc6222a19316af6a&pid=1-s2.0-S2468217924000443-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140536763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Paula Corte-Leon , Alvaro Gonzalez , Juan Maria Blanco , Valentina Zhukova , Mihail Ipatov , Julian Gonzalez , Arcady Zhukov
{"title":"Controlling of the single domain wall propagation in magnetic microwires by magnetostatic interaction","authors":"Paula Corte-Leon , Alvaro Gonzalez , Juan Maria Blanco , Valentina Zhukova , Mihail Ipatov , Julian Gonzalez , Arcady Zhukov","doi":"10.1016/j.jsamd.2024.100712","DOIUrl":"10.1016/j.jsamd.2024.100712","url":null,"abstract":"<div><p>Ultrafast magnetization switching through the single domain wall (DW) propagation has been reported in amorphous micrometric and submicrometric wires. However the performance of prospective devices utilizing DW propagation is determined by the degree to which DW propagation can be controlled. In this article, we propose a novel method for effectively controlling the single DW propagation in a specially designed array consisting of two magnetic microwires by the stray field from magnetically softer microwires. We have experimentally demonstrated that the DW velocity of magnetically harder Fe-rich microwire in such a linear array is affected by the stray field of magnetically softer Co-rich microwire. Additionally, the domain wall can be trapped in the Fe-rich microwire by the stray field produced by the Co-rich microwire in such a linear array. The observed effect of magnetostatic interaction depends on the position of the Co-rich microwire in such a linear array. Controllable domain wall propagation observed in such a linear array can be a useful tool for simple and more flexible ways of controllable trapping and braking of single DWs in Fe-rich microwires showing spontaneous magnetic bistability.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000431/pdfft?md5=7907e0eb923f857a729cd979cc2e5ec8&pid=1-s2.0-S2468217924000431-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140406729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jae Yong Jung , Jin Young Park , Woo Tae Hong , Jung Sik Joo , Won Kyo Jung , Hyun Kyoung Yang
{"title":"Diverse applicability of color-tunable synthesized calcium molybdate nanoparticles","authors":"Jae Yong Jung , Jin Young Park , Woo Tae Hong , Jung Sik Joo , Won Kyo Jung , Hyun Kyoung Yang","doi":"10.1016/j.jsamd.2024.100710","DOIUrl":"10.1016/j.jsamd.2024.100710","url":null,"abstract":"<div><p>Crystalline CaMoO<sub>4</sub> NPs were synthesized using a solvothermal method in an autoclave. The synthesized CaMoO<sub>4</sub> could detect a signal in the main peak of (112) phase in the XRD pattern. It emits an absorption spectrum in the UV region and an emission spectrum wide range of 380–680 nm. Single-doped Tb<sup>3+</sup> ions and Eu<sup>3+</sup> ions were used as luminescent materially.. To reproduce the various colors, the amount of Tb<sup>3+</sup> ions added was fixed, and the amount of Eu<sup>3+</sup> ions was increased to synthesize them. When excited by UV light, the synthesized CaMoO<sub>4</sub>: [Eu<sup>3+</sup>]/[Tb<sup>3+</sup>] displayed various colors from green to yellow, orange, and red. Light-emitting powders of various colors were mixed with polydimethylsiloxane (PDMS) to create a flexible composite sheet that could be folded, rolled, and applied to UV-LED to create unique colors. In addition, it was possible to identify fingerprints on a glass substrate. It was proposed that this could be applied to anti-counterfeiting by manufacturing a solution that could be identified only when applied to banknotes and irradiated with a UV lamp.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000418/pdfft?md5=2baa650ac9ed56ebc9f4e4f862360032&pid=1-s2.0-S2468217924000418-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140399512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhao Yang , Marjan Shahriari , Youfeng Liang , Bikash Karmakar , Attalla F. El-kott , Mohammed A. AlShehri , Sally Negm , Waleed Eltantawy
{"title":"Biosynthesis of gold nanoparticles mediated by Curcuma longa extract: Evaluation of its catalytic activity for the degradation of environmental pollutants and study of anti-lung adenocarcinoma effects","authors":"Zhao Yang , Marjan Shahriari , Youfeng Liang , Bikash Karmakar , Attalla F. El-kott , Mohammed A. AlShehri , Sally Negm , Waleed Eltantawy","doi":"10.1016/j.jsamd.2024.100709","DOIUrl":"10.1016/j.jsamd.2024.100709","url":null,"abstract":"<div><p>It is essential to recognize efficient heterogeneous catalysts for environmental remediation that can eliminate organic contaminants or transform them into beneficial byproducts. Herein, we have designed and developed a gold nanoparticle based green nanocomposite material templated over the <em>Curcuma longa</em> extract. The Au NPs/C. <em>longa</em> nanomaterial was thoroughly characterized by FT-IR and UV–Vis spectroscopy followed by FE-SEM, EDX, TEM and XRD analysis. Subsequently, towards the wastewater treatment, it demonstrated excellent potential in the reduction of water contaminant toxic organic dyes like methylene blue (MB), methyl orange (MO), and 4-nitrophenol (4-NP) following excellent kinetics, as monitored by UV–Vis spectrophotometer. The reaction followed a pseudo-first order kinetics. The robustness of the nanocatalyst was justified by reusability studies, and hot filtration test and the catalytic activity did not substantially decline over the course of seven cycles. Towards the assessment of biological activity of Au NPs/C. <em>longa</em> nanocomposite antioxidant capacity was evaluated first using the DPPH radical scavenging method. Further, the study was extended in the investigation of anti-lung cancer properties against a number of standard lung cancer cell lines, viz., NCI-H661, NCI-H1975, NCI-H1573, and NCI-H1563 following MTT colorimetric in vitro studies. <em>Curcuma longa</em>-modified Au NPs are thought to have potential biological activities because of their exceptional capacity to produce reactive oxygen species (ROS).</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000406/pdfft?md5=a477ac326b07ec21d92d9552f4914195&pid=1-s2.0-S2468217924000406-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140182276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ton Nu Quynh Trang , Nguyen Tran Gia Bao , Tieu Tu Doanh , Vu Thi Hanh Thu
{"title":"Corrigendum to “Multifunctional engineering on the ultrasensitive driven-dual plasmonic heterogenous dimer system of 1D semiconductor for accurate SERS sensitivity and quantitation” [J. Sci. Adv. Mater. Dev. 9 (1) (2024) 100670]","authors":"Ton Nu Quynh Trang , Nguyen Tran Gia Bao , Tieu Tu Doanh , Vu Thi Hanh Thu","doi":"10.1016/j.jsamd.2024.100708","DOIUrl":"10.1016/j.jsamd.2024.100708","url":null,"abstract":"","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S246821792400039X/pdfft?md5=d62e7b2b3d57698a385e813536ce4f02&pid=1-s2.0-S246821792400039X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140182280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Doping effects on the optoelectronic properties and the stability of Cs3Sb2I9: Density functional theory insights on photovoltaics and light-emitting devices","authors":"Arthur Exner , Rogério Almeida Gouvêa , Ariadne Köche , Sherdil Khan , Jacqueline Ferreira Leite Santos , Marcos José Leite Santos","doi":"10.1016/j.jsamd.2024.100700","DOIUrl":"10.1016/j.jsamd.2024.100700","url":null,"abstract":"<div><p>In this work, we address a knowledge gap regarding how cation and anion doping affect the stability and optoelectronic properties of Cs<sub>3</sub>Sb<sub>2</sub>I<sub>9</sub> perovskites. We have employed Density Functional Theory (DFT) to investigate structures doped with Ag, In, Mo, Nb, Sc, Bi, Br and Cl in both 0D hexagonal P6<sub>3</sub>/mmc and 2D trigonal P <span><math><mrow><mover><mn>3</mn><mo>‾</mo></mover></mrow></math></span> m1 Cs<sub>3</sub>Sb<sub>2</sub>I<sub>9</sub> polymorphs. Our results show that doping with either Sc, Bi, or In leads to negative decomposition energy and doping with Ag or In results in a reduced band gap while enhancing absorption, offering beneficial enhancements for LED and photovoltaic applications. Mo and Nb doping facilitate d-d transitions at lower energies, which is also significant for light emission applications. Conversely, halogen doping allows for fine-tuning the band gap with minimal changes in effective mass, accompanied by lattice parameter contraction, yielding more stable Sb-X bonds. Additionally, our analysis demonstrates that the 0D polymorph allows for easier dopant incorporation, leading to improved stability compared to the 2D structure. The results from this study offer important directions for experimentalists to explore in the development of efficient energy conversion materials.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000315/pdfft?md5=bf1b6feab17d3eabebf3e9b9a69b5f2a&pid=1-s2.0-S2468217924000315-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140124486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marco Cinquino , Marco Pugliese , Carmela Tania Prontera , Fabrizio Mariano , Alessandra Zizzari , Gabriele Maiorano , Antonio Maggiore , Riccardo Manfredi , Chiara Mello , Iolena Tarantini , Giuseppe Gigli , Vincenzo Maiorano
{"title":"Inkjet-printed multilayer structure for low-cost and efficient OLEDs","authors":"Marco Cinquino , Marco Pugliese , Carmela Tania Prontera , Fabrizio Mariano , Alessandra Zizzari , Gabriele Maiorano , Antonio Maggiore , Riccardo Manfredi , Chiara Mello , Iolena Tarantini , Giuseppe Gigli , Vincenzo Maiorano","doi":"10.1016/j.jsamd.2024.100707","DOIUrl":"10.1016/j.jsamd.2024.100707","url":null,"abstract":"<div><p>Inkjet printing is considered a key technology in the fabrication of organic light-emitting diodes (OLEDs), but achieving a fully inkjet-printable OLED structure is still a challenge. Here, we propose the fabrication of OLEDs with an inkjet-printed multilayer structure (i.e. anode/hole injection layer (HIL)/electron blocking layer (EBL)/emitting layer (EML)) by properly developing new HIL and EBL inks to achieve uniform and homogeneous printed thin films. In the fabricated multilayer device, the dissolution process of the EBL, which occurs during the printing of the EML, creates a blurred interface, resulting in device performance that achieves maximum current efficiencies of 20 cd/A and 7 cd/A with ITO and printed polymeric anode, respectively. With the aim of simplifying the structure of the device and mimicking the formation of such a blurred interface, another printed multilayer structure (i.e. anode/printed HIL/printed EBL:EML) was proposed, achieving maximum current efficiencies of 13 and 6 cd/A with ITO and polymeric anode, respectively. Such results represent a compromise between simplifying the fabrication process and achieving good electro-optical properties and thus represent a further step towards the fabrication of a fully inkjet-printed ITO-free OLED.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000388/pdfft?md5=bfd268aa8d52b334685cbc810cc552ab&pid=1-s2.0-S2468217924000388-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140124408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shenawar Ali Khan , Shahzad Iqbal , Sheik Abdur Rahman, Muhammad Saqib, Muhammad Muqeet Rehman, Woo Young Kim
{"title":"Hierarchically structured porous natural dielectric layer for sustainable pressure sensing, gesture monitoring, and detecting spatial pressure distribution","authors":"Shenawar Ali Khan , Shahzad Iqbal , Sheik Abdur Rahman, Muhammad Saqib, Muhammad Muqeet Rehman, Woo Young Kim","doi":"10.1016/j.jsamd.2024.100706","DOIUrl":"10.1016/j.jsamd.2024.100706","url":null,"abstract":"<div><p>Flexible pressure sensors are essential in intelligent skins, healthcare monitoring systems, and soft robotics to bridge mechanical movements and electrical signals. Conventional pressure sensors, however, have a variety of challenges, including a complex fabrication method, increased cost, and biocompatibility issues. This work presents a novel bio-friendly, hierarchically structured porous natural dielectric material based capacitive pressure sensor featuring a maximum sensitivity of 0.0572 kPa<sup>−1</sup>. The proposed pressure sensor uses a biofilm with a typically arranged honeycomb structure as a dielectric layer sandwiched between the Aluminum (Al) electrodes and incorporates polydimethylsiloxane (PDMS) encapsulation. With a 1.44 cm<sup>2</sup> sensing area, the device exhibits a response time (T<sub>res</sub>) of 250 ms and a recovery time (T<sub>rec</sub>) of 156 ms, functioning within a capacitive pressure sensing range of 0–110 kPa. This device monitors various human activities and stimuli and accurately detects pressure distribution and gesture recognition.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000376/pdfft?md5=d4d30f85055927b09c8ab58ee1e1c62b&pid=1-s2.0-S2468217924000376-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140124304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wenxing Zheng , Changwei Shi , Kecheng Liu , Junbo Ren
{"title":"Large-scale fabrication of nanofibers by tiny-needle-spaced electrostatic-induction-assisted solution blowing spinning","authors":"Wenxing Zheng , Changwei Shi , Kecheng Liu , Junbo Ren","doi":"10.1016/j.jsamd.2024.100704","DOIUrl":"10.1016/j.jsamd.2024.100704","url":null,"abstract":"<div><p>In this paper, a technology and device for large-scale fabrication of nanofibers called tiny-needle-spaced electrostatic-induction-assisted solution blowing spinning (TESBS) was developed. The airflow stretching force is used as the initial driving force for jet formation in TESBS, which avoids the electric field interference existing in the jet formation stage of multi-needle electrospinning(MES). The addition of an induced electric field in TESBS solves the problem of mutual merging of jets in multi-needle solution blowing spinning (MSBS). The needle spacing of TESBS can be as small as 1 mm, which is much smaller than MES (100 mm) and MSBS (3 mm). The substantial reduction in needle spacing can increase the arrangement density of blunt needles, thereby increasing the output of nanofibers. Compared with MSBS, the average diameter and diameter standard deviation of TESBS nanofibers can be reduced by 52.6% and 78.7%, respectively. Compared with MES, the uniformity of the TESBS nanofiber web has been significantly improved. The formula for the critical needle spacing to ensure that the TESBS jets do not merge with each other was derived. The output of 15-needle TESBS can reach as high as 3 ml/min. The average diameter of TESBS nanofibers decreases with the decrease in injection speed or the increase in voltage. The distance between the needle and the receiver has little effect on the average fiber diameter. TESBS nanofibers with good quality and high yield have broad and bright application prospects in many fields.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000352/pdfft?md5=e57d59fb3d4ff4cb594c868405dc8dd8&pid=1-s2.0-S2468217924000352-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140129828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Patrick Ehi Imoisili , Mamookho Elizabeth Makhatha , Tien-Chien Jen
{"title":"Artificial Intelligence prediction and optimization of the mechanical strength of modified Natural Fibre/MWCNT polymer nanocomposite","authors":"Patrick Ehi Imoisili , Mamookho Elizabeth Makhatha , Tien-Chien Jen","doi":"10.1016/j.jsamd.2024.100705","DOIUrl":"10.1016/j.jsamd.2024.100705","url":null,"abstract":"<div><p>Artificial Intelligence (AI), techniques like artificial neural networks (ANN), and machine learning have been used to solve a variety of engineering problems. In this study, Multiwall Carbon Nanotube (MWCNT) and Natural Fibres (NF) from plantain (<em>Musa Paradisiaca</em>) fiber (PF), were utilized to prepare a reinforced hybrid polymer nanocomposite for advanced composite applications. A chemical solution containing potassium permanganate (KMnO<sub>4</sub>) in acetone (C<sub>3</sub>H<sub>6</sub>O) was applied to modify the fibers to alter their surface and improve adhesion and interaction between the PF/polymer matrix. To predict and optimize the tensile strength (TS) of the prepared PF/MWCNT hybrid nanocomposite (PFMNC), the ANN model with hyper-parameter optimization in a single-layer-perceptron architecture of 3-5-1 was used with 5 neurons in the hidden layer, and Box-Behnken Design (BBD) was utilized. Scanning electron microscope (SEM) micrographs demonstrate that KMnO<sub>4</sub> modification has impacted the TS of the hybridized nanocomposite. Mechanical Test results show that these variables impacted the TS of the PFMNC as shown by analysis of variance (ANOVA) with R<sup>2</sup> = 0.9986. The expected findings were nearly identical to the experimental results. The model predicted an optimal tensile strength of 46.1563 Mpa. To substantiate the reliability of the empirical experimental investigation, TS analysis was performed at predicted optimal settings. TS results showed an average strength of 45.4401 Mpa. About 98.45 % of the projected tensile strength is accounted for by the model. The present study has demonstrated the effectiveness of the ANN-BBD modeling technique in achieving the appropriate mechanical property values quickly, reducing production costs, and preserving resources.</p></div>","PeriodicalId":17219,"journal":{"name":"Journal of Science: Advanced Materials and Devices","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468217924000364/pdfft?md5=e1d1656564b31966c62da19fab0039b8&pid=1-s2.0-S2468217924000364-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140124332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}