Journal of Non-crystalline Solids最新文献

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Structural, luminescent and thermal properties in the Er³⁺-doped MnNbOF5-BaF2 glassy system Er³+掺杂MnNbOF5-BaF2玻璃体系的结构、发光和热性能
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-09-02 DOI: 10.1016/j.jnoncrysol.2025.123750
L.N. Ignatieva, N.N. Savchenko, Yu.V. Marchenko, V.A. Mashchenko, A.G. Mirochnik, D.O. Pikalov
{"title":"Structural, luminescent and thermal properties in the Er³⁺-doped MnNbOF5-BaF2 glassy system","authors":"L.N. Ignatieva,&nbsp;N.N. Savchenko,&nbsp;Yu.V. Marchenko,&nbsp;V.A. Mashchenko,&nbsp;A.G. Mirochnik,&nbsp;D.O. Pikalov","doi":"10.1016/j.jnoncrysol.2025.123750","DOIUrl":"10.1016/j.jnoncrysol.2025.123750","url":null,"abstract":"<div><div>The glasses in the MnNbOF<sub>5</sub>-BaF<sub>2</sub>-ErF<sub>3</sub> system, with using MnNbOF<sub>5</sub>·4H<sub>2</sub>O as precursor and dopping with Er<sup>3+</sup>ions between 0.3 and 6 mol.%, were obtained for the first time. X-ray phase analysis, calorimetry, IR, Raman and luminescence spectroscopy were used to study the obtained objects. The main factor determining the thermal properties of glasses in the studied system is composition of the glass-former, it is the oxyfluoroniobate component; thermal analysis of glasses in the MnNbOF<sub>5</sub>-BaF<sub>2</sub>-ErF<sub>3</sub> system showed that the glass transition temperatures (T<sub>g</sub>), the onset of crystallization (T<sub>x</sub>) and thermal stability (<strong>∆</strong>T) do not show radical or regular changes depending on the ErF₃ content. Oxyfluoroniobate polyhedra, NbO<sub>n</sub>F<sub>m</sub>, linked together by oxygen bridges form a glass network. The glasses in the МnNbOF<sub>5</sub>-BaF<sub>2</sub>-ErF<sub>3</sub> system exhibit photoluminescence corresponding to emission levels at 543, 550, and 660 nm. The most intense luminescence is observed in the red region (660 nm, <sup>4</sup>F<sub>9/2</sub> → <sup>4</sup>I<sub>15/2</sub> transitions). The intensity of this luminescence in the studied glasses increases with an ErF<sub>3</sub> content.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123750"},"PeriodicalIF":3.5,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144933039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Compositional effects on structure, dynamics, thermodynamic and mechanical properties of Zr-Cu-Al alloys 组分对Zr-Cu-Al合金组织、动力学、热力学和力学性能的影响
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-09-01 DOI: 10.1016/j.jnoncrysol.2025.123749
Kamal G. Soni, Jayraj P. Anadani, Mitanshu B. Vahiya, Kirit N. Lad
{"title":"Compositional effects on structure, dynamics, thermodynamic and mechanical properties of Zr-Cu-Al alloys","authors":"Kamal G. Soni,&nbsp;Jayraj P. Anadani,&nbsp;Mitanshu B. Vahiya,&nbsp;Kirit N. Lad","doi":"10.1016/j.jnoncrysol.2025.123749","DOIUrl":"10.1016/j.jnoncrysol.2025.123749","url":null,"abstract":"<div><div>Zr-Cu-Al alloys belong to a commercially important family of CuZr-based alloys that form bulk metallic glasses on microalloying of Al. However, the identification of compositions with good glass-forming ability and desirable properties from a vast compositional space remains a major challenge due to complex compositional effects on the structure, dynamics and properties. In the present work, we report molecular dynamic investigations of structure, dynamics, thermodynamic and mechanical properties of Zr<sub>50</sub>Cu<sub>50-</sub><em><sub>x</sub></em>Al<em><sub>x</sub></em> and Cu<sub>50</sub>Zr<sub>50-</sub><em><sub>x</sub></em>Al<em><sub>x</sub></em> alloys (<em>x</em> =5,10,15,20,25,30,40) covering a wide compositional space. Our results and findings lead to some important conclusions that could serve as overarching guidelines for choosing good glass-forming alloy compositions that give Zr-Cu-Al glasses with tailored thermal and mechanical properties. Overall, present results suggest that a good glass-forming Zr-Cu-Al alloy composition leading to an MG with good thermal and mechanical properties should be Cu-rich with Zr concentration in the window 30% – 35% and Al% ≤ 20. Our results also highlight the impact of icosahedral short- and medium-range ordering on the dynamics and mechanical properties of the alloys. It is observed that the fractions of the full icosahedra (&lt;0,0,12,0&gt;) and the degree of their interconnectivity are directly correlated to the structural relaxation, diffusion, dynamic heterogeneity and mechanical properties.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123749"},"PeriodicalIF":3.5,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144922411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The crack initiation and propagation of the chalcogenide glass in the precision glass molding process 硫化物玻璃在精密玻璃成型过程中的裂纹萌生与扩展
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-09-01 DOI: 10.1016/j.jnoncrysol.2025.123748
Yue Liu , Yintian Xing , Chuang Li , Bo Dong , Chao Yang , Yvbo Zhao , Haotong Ai , Haoxv Li , Changxi Xue
{"title":"The crack initiation and propagation of the chalcogenide glass in the precision glass molding process","authors":"Yue Liu ,&nbsp;Yintian Xing ,&nbsp;Chuang Li ,&nbsp;Bo Dong ,&nbsp;Chao Yang ,&nbsp;Yvbo Zhao ,&nbsp;Haotong Ai ,&nbsp;Haoxv Li ,&nbsp;Changxi Xue","doi":"10.1016/j.jnoncrysol.2025.123748","DOIUrl":"10.1016/j.jnoncrysol.2025.123748","url":null,"abstract":"<div><div>The tendency of fabrication technology for Chalcogenide glass (ChG) lenses is precision glass molding (PGM) technology for its high accuracy and low loss. However, the defect, which is named the crack, often occurs in the molded glass lens during the PGM process. The crack initiation and propagation of the chalcogenide glass in the precision glass molding process are difficult to analyze because the glass in the PGM process is invisible, which hinders the process optimization. That is one obstacle to the large-scale production of PGM ChG lenses. In this paper, the crack initiation position and the crack propagation path in the ChG are analyzed by the fracture theory and the finite element method (FEM). The research results show that the initiation and propagation of the decentered ring crack are attributed to the stress components that are highly impacted by the filling mold cavity degrees around the side surfaces of the lenses at the pressing and annealing stages in the PGM process. The research results could provide one idea for improving the PGM processing parameters to alleviate the fracture problem of the molded lens.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123748"},"PeriodicalIF":3.5,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144922412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preparation and thermo-mechanical properties of SiO2 reinforced composite aerogel SiO2增强复合气凝胶的制备及其热力学性能
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-08-30 DOI: 10.1016/j.jnoncrysol.2025.123751
Wang Zhan , Zhiyuan Xu , Xin Feng , Lixia Li , Qinghong Kong , Le Chen , Ru Zhou , Mingyi Chen , Juncheng Jiang
{"title":"Preparation and thermo-mechanical properties of SiO2 reinforced composite aerogel","authors":"Wang Zhan ,&nbsp;Zhiyuan Xu ,&nbsp;Xin Feng ,&nbsp;Lixia Li ,&nbsp;Qinghong Kong ,&nbsp;Le Chen ,&nbsp;Ru Zhou ,&nbsp;Mingyi Chen ,&nbsp;Juncheng Jiang","doi":"10.1016/j.jnoncrysol.2025.123751","DOIUrl":"10.1016/j.jnoncrysol.2025.123751","url":null,"abstract":"<div><div>Based on the ice template method, ternary composite aerogels were prepared from fumed SiO<sub>2</sub>, gelatin, and polyimide. The purpose of the study is to improve the thermal-mechanical properties of the composite aerogel by adding fumed SiO<sub>2</sub>, and to construct a cross-linking network by gelatin and polyimide to further provide attachment sites for fumed SiO<sub>2</sub>. By this method, the thermo-mechanical properties of the composite aerogels were enhanced. The results show that when 2.4 g fumed SiO<sub>2</sub> is added and freezing rate at -7 °C/min, the composite aerogel demonstrates excellent thermal-mechanical properties.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123751"},"PeriodicalIF":3.5,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144920046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mesoporous TiO2-GO-Cu Aerogel synthesized via classical sol-gel/supercritical drying route: High specific surface area and enhanced visible light photodegradation 经典溶胶-凝胶/超临界干燥法合成介孔TiO2-GO-Cu气凝胶:高比表面积和增强可见光降解
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-08-29 DOI: 10.1016/j.jnoncrysol.2025.123733
Jinyi Ren , Sijia Liu , Jing Zhang , Xinfu Zhao , Shimo Yu , Zhipeng Yuan , Qingliang Guo , Xiaodong Shen , Xibin Yi
{"title":"Mesoporous TiO2-GO-Cu Aerogel synthesized via classical sol-gel/supercritical drying route: High specific surface area and enhanced visible light photodegradation","authors":"Jinyi Ren ,&nbsp;Sijia Liu ,&nbsp;Jing Zhang ,&nbsp;Xinfu Zhao ,&nbsp;Shimo Yu ,&nbsp;Zhipeng Yuan ,&nbsp;Qingliang Guo ,&nbsp;Xiaodong Shen ,&nbsp;Xibin Yi","doi":"10.1016/j.jnoncrysol.2025.123733","DOIUrl":"10.1016/j.jnoncrysol.2025.123733","url":null,"abstract":"<div><div>Developing highly efficient photocatalysts is crucial for solar-driven wastewater treatment, particularly in enhancing catalytic efficiency and visible-light response. In recent years, most researchers have utilized hydrothermal methods to integrate TiO₂ with graphene aerogels, thereby improving charge separation efficiency. However, severe buildup of graphene sheets will result in insufficient absorption of visible light. To address the limitation, this work directly used titanium dioxide aerogel as the framework, introduced graphene and nano-Cu particles, and combined the sol-gel method to construct a TiO<sub>2</sub>-GO-Cu ternary aerogel structure(TGCA), achieving the multi-component synergistic effect of the active components. The phase composition and mesoporous structure of the material were characterized by scanning electron microscopy, ultraviolet-visible spectrophotometry, N<sub>2</sub> adsorption test, etc. A large specific surface area of 692.9 m<sup>2</sup>/g and excellent pore structure were achieved. Moreover, under visible light irradiation, the degradation efficiency of Rhodamine B (RhB) reached 100% within 30 minutes, and the band gap was reduced to 2.75 eV. After eight cycles, the photocatalyst retained 76.18% of its degradation efficiency, outperforming most TiO₂-graphene materials. This study significantly improved the photocatalytic performance of the catalyst through structural regulation, optimization of electron transport, and enhancement of light absorption. It thereby offers a feasible approach and valuable reference for solar-driven wastewater treatment technologies.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123733"},"PeriodicalIF":3.5,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144913818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preparation of SiO₂ aerogels via secondary modification and azeotropic distillation drying using dimethyl carbonate as the solvent 以碳酸二甲酯为溶剂,经二次改性和共沸蒸馏干燥制备二氧化硅气凝胶
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-08-29 DOI: 10.1016/j.jnoncrysol.2025.123753
Hongkai Zhao, Zhaotao Sun, Xuan Zhao, Lili Wang, Shouhe Li, Shubing Zhang
{"title":"Preparation of SiO₂ aerogels via secondary modification and azeotropic distillation drying using dimethyl carbonate as the solvent","authors":"Hongkai Zhao,&nbsp;Zhaotao Sun,&nbsp;Xuan Zhao,&nbsp;Lili Wang,&nbsp;Shouhe Li,&nbsp;Shubing Zhang","doi":"10.1016/j.jnoncrysol.2025.123753","DOIUrl":"10.1016/j.jnoncrysol.2025.123753","url":null,"abstract":"<div><div>In this study, DMC was innovatively introduced as a solvent in the SiO₂ aerogel preparation system, and the material properties were further optimized through a secondary modified azeotropic distillation drying method. Compared with conventional ethanol solvents, DMC exhibits superior chemical stability, effectively overcoming solvent-related limitations and providing a novel approach for synthesizing SiO₂ aerogels with high specific surface area and porosity. Methyl ethoxysilicone oil was selected as the silicon source, facilitating the homogeneous distribution of hydrophobic groups within the gel phase. Building on this foundation, secondary modification of the skeletal surface using TMCS not only enabled the successful preparation of hydrophobic SiO₂ aerogels but also significantly reduced TMCS consumption and HCl generation. This approach minimized corrosion risks to experimental equipment while enhancing material performance, offering a greener and more sustainable technical solution for aerogel production. The azeotropic distillation drying process ensured the formation of a ternary azeotrope (DMC-water-ethanol), allowing water removal from the material pores via vaporization, thereby mitigating the adverse effects of capillary forces associated with direct water evaporation. This study systematically investigated the influence of drying temperature, water content, DMC/ethanol molar ratio, and TMCS dosage on aerogel properties. Optimal performance was achieved under the following conditions: drying temperature of 90 °C, water content of 10 %, n(DMC):n(EtOH)=2:1, and TMCS dosage of 10 %. The resulting SiO₂ aerogel exhibited outstanding properties, including an ultralow density (0.068 g/cm³), exceptional hydrophobicity (contact angle of 159°), and a high specific surface area (966 m²/g).</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123753"},"PeriodicalIF":3.5,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144913820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Structure and properties of novel B2O3 added bismuth phosphate glasses 新型B2O3添加磷酸铋玻璃的结构与性能
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-08-29 DOI: 10.1016/j.jnoncrysol.2025.123752
Qilong Liu , Jun Song , Guohua Chen
{"title":"Structure and properties of novel B2O3 added bismuth phosphate glasses","authors":"Qilong Liu ,&nbsp;Jun Song ,&nbsp;Guohua Chen","doi":"10.1016/j.jnoncrysol.2025.123752","DOIUrl":"10.1016/j.jnoncrysol.2025.123752","url":null,"abstract":"<div><div>Due to the rapid development of communication technology, there is an increasing demand for high-frequency electronic packaging glass substrates. However, bismuth phosphate glass is not suitable for electronic packaging due to large dielectric loss and poor thermal stability. In this study, new glasses of 60P<sub>2</sub>O<sub>5</sub>-(25-<em>x</em>) Bi<sub>2</sub>O<sub>3</sub>–10CaO-5Sb<sub>2</sub>O<sub>3</sub>-<em>x</em>B<sub>2</sub>O<sub>3</sub>(<em>x</em> = 0–17.5) were prepared by high temperature melting method. The results indicated that adding appropriate B<sub>2</sub>O<sub>3</sub> favored the formation of more Q<sup>2</sup> groups in [PO<sub>4</sub>] in the glass, reinforcing the glass network structure and improving its properties. When <em>x</em> = 15, the resistance of glass to acid and alkali corrosion was significantly improved, and its dielectric permittivity (<em>ε<sub>r</sub></em>), dielectric loss (tan<em>δ</em>), and coefficient of thermal expansion (<em>CTE</em>) reached the minimum values: <em>ε<sub>r</sub></em> = 5.00, tan<em>δ</em> = 0.0010 (@1 MHz), <em>CTE</em> = 7.86 ppm/ °C. These findings imply that the as-prepared glass is expected to be a new packaging substrate material.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123752"},"PeriodicalIF":3.5,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144913819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the mechanical-healing behavior of self-healable thermoplastic urethane-based polymer containing nanoclay particles 研究含纳米粘土颗粒的自愈性热塑性聚氨酯基聚合物的机械愈合行为
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-08-27 DOI: 10.1016/j.jnoncrysol.2025.123734
Ali Allahverdi , Reza Eslami-Farsani , Hossein Ebrahimnezhad-Khaljiri
{"title":"Investigating the mechanical-healing behavior of self-healable thermoplastic urethane-based polymer containing nanoclay particles","authors":"Ali Allahverdi ,&nbsp;Reza Eslami-Farsani ,&nbsp;Hossein Ebrahimnezhad-Khaljiri","doi":"10.1016/j.jnoncrysol.2025.123734","DOIUrl":"10.1016/j.jnoncrysol.2025.123734","url":null,"abstract":"<div><div>This research investigates the intrinsic self-healing property of thermoplastic polyurethane (TPU) elastomer containing nanoclay particles. Polycaprolactone (PCL) was used as a self-healing agent, and montmorillonite-type clay nanoparticles served as a strengthening agent. The results showed that the sample with 37 % by weight of PCL, treated at 120 °C for 40 min, had the highest recovery. For samples containing clay nanoparticles, the highest strength was observed at a 3 % by weight concentration. In this case, the tensile strength increased by 74 % compared to the sample without nanoparticles, rising from 10.6 MPa to 18.5 MPa. Additional properties such as surface hydrophobicity, glass transition temperature, and shape memory ability were also optimal in this sample. Microscope analysis revealed that agglomeration or clumping of clay nanoparticles led to property loss in samples with &gt;3 wt.% nanoclay.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123734"},"PeriodicalIF":3.5,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanism of tensile-induced coupled FCC/BCC/amorphous multiphase deformation of Cu-Zr based amorphous alloys Cu-Zr基非晶合金拉伸诱导FCC/BCC/非晶多相耦合变形机理
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-08-26 DOI: 10.1016/j.jnoncrysol.2025.123731
Yajie Huang , Chunyu Zhao , Lei Zhang
{"title":"Mechanism of tensile-induced coupled FCC/BCC/amorphous multiphase deformation of Cu-Zr based amorphous alloys","authors":"Yajie Huang ,&nbsp;Chunyu Zhao ,&nbsp;Lei Zhang","doi":"10.1016/j.jnoncrysol.2025.123731","DOIUrl":"10.1016/j.jnoncrysol.2025.123731","url":null,"abstract":"<div><div>In this study, ‌the dynamic phase transformation mechanism of a Cu-Zr based amorphous alloy under tensile loading was revealed‌ through experimental characterization and molecular dynamics (MD) simulation. Through integration of in-situ field scanning electron microscope (SEM) observations and X-ray diffraction analyses‌, the structural evolution of the amorphous matrix was observed to be induced by the stress-induced phase transformation mechanism during the tension process. The body-centered cubic (BCC) phase was formed at the initial stage, followed by the nucleation of the face-centered cubic (FCC) phase in the BCC/amorphous phase at the later stage, eventually forming a multistage laminar structure composed of the superficial FCC phase, the sub-superficial BCC phase, and the amorphous phase in the core. The phase transformation process was simulated by MD, and the stress field evolution mechanism was revealed: stress shielding was exhibited by the BCC phase, while the main load was borne by the FCC phase and the amorphous phase. Local stress peaks were formed at the phase boundaries due to the mismatch of the elastic modulus at the interface. Bilinear stages were observed in the macromechanical curves: Stage I was dominated by the uniform deformation of the amorphous phase, whereas Stage II was characterized by the BCC phase bearing the plastic deformation. The synergistic regulation of the high plasticity of amorphous alloys was elucidated in this study through the multiphase competition mechanism, providing key theoretical support for the design of new metal-glass composites.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123731"},"PeriodicalIF":3.5,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144895616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inverse design of optical fiber core glasses with multi-objective properties using machine learning 基于机器学习的多目标光纤芯玻璃反设计
IF 3.5 3区 材料科学
Journal of Non-crystalline Solids Pub Date : 2025-08-24 DOI: 10.1016/j.jnoncrysol.2025.123732
Junhao Xing , Ang Qiao , Hemin Zhou , Fucheng Wu , Yonggang Huang , Jinsheng Jia , Haizheng Tao
{"title":"Inverse design of optical fiber core glasses with multi-objective properties using machine learning","authors":"Junhao Xing ,&nbsp;Ang Qiao ,&nbsp;Hemin Zhou ,&nbsp;Fucheng Wu ,&nbsp;Yonggang Huang ,&nbsp;Jinsheng Jia ,&nbsp;Haizheng Tao","doi":"10.1016/j.jnoncrysol.2025.123732","DOIUrl":"10.1016/j.jnoncrysol.2025.123732","url":null,"abstract":"<div><div>To address the design bottleneck posed by the curse of dimensionality in multi-component parameter space and the concurrent requirements of multiple performance metrics in glass materials, we propose a machine learning-based framework for rationally inverse design of core glasses with tailored refractive index (n), coefficient of thermal expansion (CTE), and Littleton softening temperature (T<sub>littletons</sub>). Utilizing the SciGlass database, we systematically evaluated five regression algorithms - Linear Regression (LR), Bagging Regressor (BR), Support Vector Regression (SVR), Random Forest (RF), and Extreme Gradient Boosting (XGBoost) - to establish robust composition-property correlations within oxide glasses. A constrained compositional design space was defined according to optical fiber manufacturing requirements, enabling efficient exploration of a 1.3 × 10<sup>8</sup> potential glass formulations through predictive modeling. Virtual screening identified 3 optimal and promising compositions satisfying multi-property targets: <em>n</em> ≥ 1.85, CTE between 8.5–9.0 × 10<sup>–6</sup>/ °C, and T<sub>littletons</sub> within 700–790 °C. Experimental validation has demonstrated the framework's high predictive accuracy and operational efficiency. Compared with conventional Edisonian approaches, this methodology significantly shortens material development cycles and provides a scalable solution for inversely designing and manufacturing advanced glasses with multi-objective performances.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"667 ","pages":"Article 123732"},"PeriodicalIF":3.5,"publicationDate":"2025-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144892756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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