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Machine learning-assisted computational analysis of radiated viscoelastic tri-hybrid nanofluid flow past a Riga plate with Cattaneo-Christov model 基于Cattaneo-Christov模型的辐射粘弹性三混合纳米流体通过里加板的机器学习辅助计算分析
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-10-15 DOI: 10.1007/s11043-026-09932-x
Fathi Alimi, Sohail Rehman, Lassaad Mechi, Fahad K. Alshammari

The thermal performance of the solar collectors is enhanced by the addition of nanomaterial to the radiative surface, which increase its stability and lifetime. Due to its numerous applications, this study utilizes machine learning framework to simulate the energy and hydrodynamic behavior of a time-dependent Prandtl tri-hybrid nanofluid (HNF) over a radiated Riga surface. The Cattaneo–Christov heat flux model, mixed convection, radiant heat, dissipating, and magnetic effects are considered. A Crank-Nicolson computational method (CNM) is used to solve the controlling pressure-driven, unsteady flow equations, and the generated dataset is used to assess and train the artificial neural network (ANN) model. he generated solution data are used to train a feed-forward artificial neural network (ANN) with tan-sigmoid hidden activation, and Levenberg–Marquardt training, using a dataset of 320 samples. The results show that increasing the thermal relaxation parameter reduces the peak temperature by up to about 14%, mitigating thermal stress, whereas stronger thermal radiation and higher nanoparticle concentration raise the temperature by up to about 26%. A higher modified Hartmann number lowers the velocity by roughly 10–17% while slightly increasing the temperature, and a larger Grashof number enhances the velocity by nearly 22%. The ANN attains minimum validation mean-squared-error values of (1.35times 10^{-9}) for velocity and (1.25times 10^{-9}) for temperature, overall prediction errors within ±3.8%, and regression coefficients exceeding 0.9996.

通过在辐射表面添加纳米材料,提高了太阳能集热器的热性能,增加了其稳定性和寿命。由于其广泛的应用,本研究利用机器学习框架来模拟辐射里加表面上时变普朗特尔三混合纳米流体(HNF)的能量和流体动力学行为。考虑了Cattaneo-Christov热流模型、混合对流、辐射热、耗散和磁效应。采用Crank-Nicolson计算方法(CNM)求解控制压力驱动的非定常流动方程,并将生成的数据集用于评估和训练人工神经网络(ANN)模型。将生成的解数据用于训练具有tan-s型隐藏激活的前馈人工神经网络(ANN),并使用320个样本的数据集进行Levenberg-Marquardt训练。结果表明,增大热松弛参数可使峰值温度降低约14℃%, mitigating thermal stress, whereas stronger thermal radiation and higher nanoparticle concentration raise the temperature by up to about 26%. A higher modified Hartmann number lowers the velocity by roughly 10–17% while slightly increasing the temperature, and a larger Grashof number enhances the velocity by nearly 22%. The ANN attains minimum validation mean-squared-error values of (1.35times 10^{-9}) for velocity and (1.25times 10^{-9}) for temperature, overall prediction errors within ±3.8%, and regression coefficients exceeding 0.9996.
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引用次数: 0
Performance-driven validation of a vegetable-oil-based asphalt binder in experimental pavement sections 一种植物油基沥青粘结剂在试验路面路段的性能驱动验证
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-10-14 DOI: 10.1007/s11043-026-09930-z
Leni Figueiredo Mathias Leite, Alexis Jair Enríquez-León, Marcos Lamha Rocha, Marcos Antônio Fritzen, Ricardo Schroder Teixeira, Francisco Thiago Sacramento Aragão, Margareth Carvalho Coutinho Cravo, Luiz Silvino Chinelatto Júnior, Luis Alberto Herrmann do Nascimento

Decarbonizing road infrastructure has intensified interest in renewable substitutes for petroleum-derived diluents in asphalt binders. This study presents a full-chain evaluation of a bio-based binder (SDR-VO) in which a vegetable-oil derivative replaces the aromatic extract as diluent of a pre-salt deasphalting residue, benchmarked against the conventional counterpart (SDR-AE) sharing the same base and 50/70 penetration grade. Both binders were characterized through Multiple Stress Creep Recovery (MSCR), Linear Amplitude Sweep (LAS), and aging-resistance testing. The bio-based formulation reproduced the high-temperature response of SDR-AE (true Performance Grade, PG ≈ 64 ∘C) and delivered a modest improvement in rutting-relevant rheology, a lower MSCR Jnr3.2 that brings SDR-VO into the Standard traffic class (PG 64S-22), unlike SDR-AE, while matching its fatigue, aging, and low-temperature indicators, including an equivalent continuous low-temperature PG (({approx }{-}23) ∘C). A three-point Balanced Mix Design supported by FlexPAVE BR simulations identified the optimal volumetric envelope. Two experimental sections (400 and 340 m) were built in Rio de Janeiro under identical conditions; as-built mixtures showed equivalent fatigue and marginally better rutting for SDR-VO (Flow Number 428 vs. 319 cycles), and FlexPAVE BR projected a marked fatigue advantage of SDR-VO (2.3% vs. 15.6% cracked area at (10^{7}) equivalent single axle loads, ESALs) with equivalent rutting. Field surveys yielded maximum Falling Weight Deflectometer (FWD) deflection reductions of 35% (SDR-AE) and 38% (SDR-VO), rut depth below 1 mm, International Roughness Index (IRI) of 3.9 and 2.6 m/km, and equivalent macrotexture. The results substantiate the viability of vegetable-oil derivatives as renewable diluents in pre-salt-based binders.

脱碳道路基础设施加强了对可再生替代品的兴趣,以取代沥青粘合剂中的石油衍生稀释剂。本研究提出了一种生物基粘合剂(SDR-VO)的全链评价,其中植物油衍生物取代芳香提取物作为盐下脱沥青残渣的稀释剂,与具有相同碱基和50/70渗透等级的传统对应物(SDR-AE)作为基准。通过多重应力蠕变恢复(MSCR)、线性振幅扫描(LAS)和耐老化测试对两种粘合剂进行了表征。生物基配方重现了SDR-AE(真实性能等级,PG≈64°C)的高温反应,并在车情相关流变学方面有了适度的改善,与SDR-AE不同,更低的MSCR Jnr3.2使SDR-VO进入标准交通等级(PG 64S-22),同时符合其疲劳、老化和低温指标,包括等效的连续低温PG (({approx }{-}23)°C)。由FlexPAVE BR模拟支持的三点平衡混合设计确定了最佳的体积包络。在相同的条件下,在巴西里约热内卢建造了两个实验段(400米和340米);成品混合物对SDR-VO表现出相同的疲劳和稍好的车辙(流量数428 vs. 319循环),FlexPAVE BR预测了SDR-VO的明显疲劳优势(2.3)% vs. 15.6% cracked area at (10^{7}) equivalent single axle loads, ESALs) with equivalent rutting. Field surveys yielded maximum Falling Weight Deflectometer (FWD) deflection reductions of 35% (SDR-AE) and 38% (SDR-VO), rut depth below 1 mm, International Roughness Index (IRI) of 3.9 and 2.6 m/km, and equivalent macrotexture. The results substantiate the viability of vegetable-oil derivatives as renewable diluents in pre-salt-based binders.
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引用次数: 0
A comparative study on the shear acoustic emission characteristics and contribution of anchor bolts of rock mass with through joint 贯通节理岩体锚杆剪切声发射特性及贡献对比研究
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-10-13 DOI: 10.1007/s11043-026-09931-y
Yan Chen, Yu Bai, Jiahao Wang, Zhiqiang Hou, Lei Zhou

The shear failure characteristics of bolted persistent joints are crucial for the stability control of rock mass engineering. Direct shear tests on bolted and unbolted rock-like joints under five normal stress levels were conducted, combined with acoustic emission (AE) monitoring and joint surface scanning, to investigate the influence of normal stress on the mechanical properties, AE characteristics, and morphological evolution of the two types of joints. The results show that the shear stress–displacement curves of unbolted joints consist of four stages—compaction, elastic, yield, and residual—whereas those of bolted joints exhibit an additional plastic hardening stage due to the bolt action. The peak strength and pre-peak shear stiffness of both joint types increase linearly with normal stress. Under the same normal stress, bolted joints exhibit a higher peak ring-down count, and a higher normal stress delays the occurrence of the peak ring-down count in unbolted joints. Damage in unbolted joints intensifies with increasing normal stress, whereas damage in bolted joints is concentrated around the bolt. Among the three-dimensional morphological parameters, the maximum peak height decreases linearly with normal stress, while the other parameters decrease nonlinearly. The bolt undergoes tensile–shear failure under the combined action of axial and shear forces, generating an additional normal pressure upon fracture, which increases the effective normal stress on the shear plane and enhances the shear strength of the joint. This study can provide a theoretical reference for the prevention and control of instability and the support design of anchored jointed rock masses.

锚固节理的剪切破坏特性对岩体工程的稳定控制具有重要意义。通过5种法向应力水平下锚固和非锚固类岩石节理的直剪试验,结合声发射监测和节理表面扫描,研究了法向应力对两类节理力学性能、声发射特征和形态演化的影响。结果表明:非螺栓连接节点的剪切应力-位移曲线由压实、弹性、屈服和残余四个阶段组成,而螺栓连接节点则由于螺栓作用而出现额外的塑性硬化阶段。两种节理的峰值强度和峰前抗剪刚度均随正应力线性增加。在相同的法向应力下,螺栓连接出现更高的峰值衰荡次数,而较高的法向应力会延迟非螺栓连接出现峰值衰荡次数。非螺栓连接的损伤随正应力的增加而加剧,而螺栓连接的损伤集中在螺栓周围。在三维形态参数中,最大峰高随正应力线性减小,其他参数随正应力非线性减小。锚杆在轴力和剪力的共同作用下发生拉剪破坏,断裂时产生额外的法向压力,增加了剪切面上的有效法向应力,提高了节理的抗剪强度。该研究可为锚固节理岩体的防治失稳及支护设计提供理论参考。
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引用次数: 0
Revisiting thermorheological simplicity in crumb rubber modified bitumen using fractional Maxwell modelling 用分数麦克斯韦模型重新考察橡胶颗粒改性沥青的热流变简洁性
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-10-12 DOI: 10.1007/s11043-026-09927-8
Aadarsh Mishra, Shobhit Jain, Haopeng Wang, Gordon Airey, Anand Sreeram

The linear viscoelastic behaviour of highly modified bitumen such as crumb rubber modified bitumen (CRMB) is commonly characterised using time-temperature superposition (TTSP), although its validity depends on the assumption of thermorheological simplicity. This assumption is often violated in highly modified bitumen, reducing the reliability of conventional master curve construction and increasing experimental effort. This study evaluates a three-parameter Fractional Maxwell Model for characterising five CRMBs containing 5%, 10%, 15%, 22%, and 30% CR by weight of base bitumen. Frequency sweep tests were conducted using a dynamic shear rheometer at 10, 30, 50, and 70 °C, and model parameters were determined through nonlinear optimisation. The fractional Maxwell model accurately reproduced the measured storage and loss moduli, with (mathrm{R}^{2}) values above 0.96 and normalised root mean square errors (NRMSE) below 5% in 50 of the 53 fitted datasets. Model-reconstructed master curves closely matched experimentally shifted TTSP master curves for unaged and short-term aged conditions, with (mathrm{R}^{2}) values above 0.989 in log space and NRMSE below 3.1%. After long-term ageing, the model retained high accuracy for CRMB-22 ((mathrm{R}^{2} = 0.998)), but deviations increased for the other bitumen, with NRMSE reaching 10.3% for CRMB-30. The fractional order parameter ((alpha )) increased approximately linearly with temperature, while its temperature sensitivity decreased with increasing CR content. Interpolated (alpha ) values at 30 and 50 °C differed from fitted values by less than 0.06, indicating that fractional modelling may reduce the number of test temperatures required, particularly for low-CR bitumen.

高改性沥青(如碎屑橡胶改性沥青(CRMB))的线性粘弹性行为通常使用时间-温度叠加(TTSP)来表征,尽管其有效性取决于热流变简单性的假设。这一假设在高改性沥青中经常被违背,降低了常规主曲线构造的可靠性,增加了实验工作量。本研究评估了一个三参数分数麦克斯韦模型,用于表征含有5的五个crmb%, 10%, 15%, 22%, and 30% CR by weight of base bitumen. Frequency sweep tests were conducted using a dynamic shear rheometer at 10, 30, 50, and 70 °C, and model parameters were determined through nonlinear optimisation. The fractional Maxwell model accurately reproduced the measured storage and loss moduli, with (mathrm{R}^{2}) values above 0.96 and normalised root mean square errors (NRMSE) below 5% in 50 of the 53 fitted datasets. Model-reconstructed master curves closely matched experimentally shifted TTSP master curves for unaged and short-term aged conditions, with (mathrm{R}^{2}) values above 0.989 in log space and NRMSE below 3.1%. After long-term ageing, the model retained high accuracy for CRMB-22 ((mathrm{R}^{2} = 0.998)), but deviations increased for the other bitumen, with NRMSE reaching 10.3% for CRMB-30. The fractional order parameter ((alpha )) increased approximately linearly with temperature, while its temperature sensitivity decreased with increasing CR content. Interpolated (alpha ) values at 30 and 50 °C differed from fitted values by less than 0.06, indicating that fractional modelling may reduce the number of test temperatures required, particularly for low-CR bitumen.
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引用次数: 0
Performance characteristics of bio-modified bitumen at laboratory scale: a comprehensive review 生物改性沥青在实验室规模下的性能特征:综述
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-10-09 DOI: 10.1007/s11043-026-09926-9
Sai Kumar Satarla, Sivakumar M, Anjali Balan, Hillol Chakravarty

The review focuses on the utilization of bio materials for the modification of bitumen, with the aim of achieving enhanced performance, sustainability, environmental and economic benefits as well as utilization of renewable resources, mostly discarded as waste earlier. Amongst various bitumen modifiers which are derived from biological sources, extensive research was observed in the use of four specific bio materials. It includes waste cooking oil, waste wood-based oil, swine manure, and natural rubber. Disposal of these materials is an issue and use of these as bio-modifier for bitumen can be an important sink. Literature suggests that optimized bio-oil addition on bitumen is preferred at 1-20% of bitumen, 200-4000 rpm, mixing time and temperature being 10-40 min and 135 - 150 °C respectively, and also indicate the possibility of using these oils as rejuvenators. Moreover, incorporating these bio materials into bitumen, notable improvements have been observed in terms of decrease in viscosity and softening point of the modified bitumen, while penetration and ductility are observed to increase. The rheological studies of the bio-modified bitumen exhibited significant improvements, especially in terms of fatigue performance. These changes contribute to enhanced pavement performance, durability, and flexibility, which are crucial for the durability of road infrastructure. To corroborate laboratory findings, it is important to assess the usage of bio-modified binders with carbon footprint analyses, and techno-economic evaluations and cradle-to-grave life cycle assessment (LCA). It is envisioned that such wastes to rejuvenate aged binders will promote environmental sustainability by easing use of already depleting natural resource. Various stretches are being developed Worldwide to check the long-term viability.

本文重点介绍了利用生物材料对沥青进行改性,以提高沥青的性能、可持续性、环境和经济效益,并利用可再生资源,这些资源大多是早期作为废物丢弃的。在各种生物来源的沥青改性剂中,广泛研究了四种特定生物材料的使用。它包括废食用油、废木基油、猪粪和天然橡胶。这些材料的处理是一个问题,使用这些作为沥青的生物改性剂可以是一个重要的汇。文献表明,最佳的生物油添加量为沥青的1-20%,200-4000转/分,混合时间和温度分别为10-40 min和135 - 150℃,并指出了将这些油用作恢复剂的可能性。此外,将这些生物材料掺入沥青中,改性沥青的粘度和软化点显著降低,渗透性和延展性也有所提高。生物改性沥青的流变学研究显示出显著的改善,特别是在疲劳性能方面。这些变化有助于提高路面性能、耐久性和灵活性,这对道路基础设施的耐久性至关重要。为了证实实验室的发现,对生物改性粘合剂的使用进行碳足迹分析、技术经济评估和从摇篮到坟墓的生命周期评估(LCA)是很重要的。据设想,这种使老化粘合剂恢复活力的废物将通过减轻对已经耗尽的自然资源的利用来促进环境的可持续性。世界各地都在开发各种拉伸来检验其长期可行性。
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引用次数: 0
Fractional nonlinear creep constitutive theory considering bedding orientation and anchorage 考虑层理取向和锚固的分数阶非线性蠕变本构理论
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-09-30 DOI: 10.1007/s11043-026-09918-9
Dianen Wei, Guansuo Dui, Zhenyu Sun, Yanhui Xi

This study develops a unified fractional nonlinear creep constitutive theory for bedded rocks under the coupled influence of bedding orientation and transverse anchorage. A full-stage one-dimensional framework is constructed by connecting an elastic spring, a fractional viscoelastic element, and a damage-coupled fractional viscoplastic element. A acceleration switch is introduced and generalized through an effective-stress measure based on the deviatoric stress invariant, enabling the onset of accelerated creep to be driven by the time-varying confinement provided by the anchorage system. To account for bedding-induced anisotropy, the model is extended to three dimensions using a compliance-substitution strategy and an explicit transversely isotropic compliance transformation, yielding a closed-form orientation–parameter mapping through the dimensionless matrix (U(theta )). The anchorage effect is homogenized as an equivalent unidirectional lateral constraint stiffness (K_{b}(t)) that decays exponentially, leading to explicit expressions for axial strain, lateral confinement stress, and bolt force under constant axial stress. The accelerated creep initiation time shows an orientation-dependent decreasing trend from 0° to 90°. The fitting results show that the proposed model reproduces the instantaneous jump, steady-state creep and third-order acceleration across the stress level, and is superior to Burgers and Nishihara models in capturing non-stationary post-response.

本文建立了层理岩石在层理取向和横向锚固耦合作用下的统一分数阶非线性蠕变本构理论。通过连接弹性弹簧、分数粘弹性单元和损伤耦合分数粘塑性单元,构建了全阶一维框架。引入了加速度开关,并通过基于偏应力不变量的有效应力测量进行了推广,使加速蠕变的发生由锚固系统提供的时变约束驱动。为了考虑顺层引起的各向异性,使用柔度替换策略和显式的横向各向同性柔度变换将模型扩展到三维,通过无因次矩阵(U(theta ))产生封闭形式的取向参数映射。锚固效应被均匀化为等效的单向侧向约束刚度(K_{b}(t)),该刚度呈指数衰减,从而得到恒定轴向应力下轴向应变、侧向约束应力和锚杆力的显式表达式。在0°~ 90°范围内,加速蠕变起始时间随取向变化呈减小趋势。拟合结果表明,该模型在应力水平上再现了瞬时跳跃、稳态蠕变和三阶加速度,在捕获非平稳后响应方面优于Burgers和Nishihara模型。
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引用次数: 0
Cyclic tensile behavior of warp-knitted surgical meshes in view of loading direction 考虑载荷方向的经编手术网循环拉伸性能
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-09-29 DOI: 10.1007/s11043-026-09925-w
Faeze Ebrahimi, Azita Asayesh

Surgical mesh used in hernia repair is subjected to repetitive cyclic loading during daily activities. Changes in mechanical properties induced by cyclic loading may reduce mesh performance and contribute to patient discomfort or hernia recurrence. Therefore, these meshes require robust mechanical performance under physiological loading conditions, yet the influence of mesh structural architecture on cyclic tensile behavior and anisotropy remains insufficiently understood. This study investigated the influence of loading direction (course, 45° diagonal, and wale, where the course and wale directions correspond to the principal horizontal and vertical directions of the knitted structure) on the static and cyclic tensile behavior of polypropylene surgical meshes with five different structures (Tricot, pin-hole-net, Sandfly, quasi-Sandfly, and quasi-Marqussite). Static testing revealed pronounced anisotropy in all meshes, with elastic modulus values strongly dependent on the orientation of underlaps, chain loops, and inlay yarns. Under cyclic loading, stretching work, energy dissipation, and elastic strain decreased with increasing cycle number, with the most substantial reduction occurring between the first and second cycles. A strong inverse correlation was observed between elastic modulus and both energy dissipation and minimum-load strain. The degree of anisotropy ranged from 0.15–0.50 before cycling and narrowed to 0.07–0.27 after ten cycles, indicating that cyclic loading promotes convergence of mechanical properties between the course and wale directions. The Tricot mesh exhibited the lowest anisotropy both before and after cyclic loading, while Sandfly was the most anisotropic. These findings demonstrate that mesh structural architecture and loading direction critically govern mechanical performance and that cyclic loading reduces anisotropy across all designs, with the Tricot configuration offering the most balanced, isotropic-like properties for hernia repair applications.

用于疝修补的外科补片在日常活动中受到重复的循环载荷。循环载荷引起的机械性能变化可能降低补片性能,导致患者不适或疝气复发。因此,这些网格需要在生理载荷条件下具有强大的力学性能,但网格结构对循环拉伸行为和各向异性的影响仍未得到充分的了解。本研究研究了加载方向(方向、45°对角线和斜面,其中方向和斜面方向对应于编织结构的主要水平和垂直方向)对五种不同结构(Tricot、针孔网、Sandfly、准Sandfly和准marqussite)聚丙烯手术网的静态和循环拉伸行为的影响。静态测试显示,所有网格都具有明显的各向异性,弹性模量值强烈依赖于下搭、链环和镶嵌纱的方向。在循环荷载作用下,拉伸功、能量耗散和弹性应变随循环次数的增加而减小,其中第一次和第二次循环之间的减小幅度最大。弹性模量与能量耗散和最小载荷应变之间存在较强的负相关关系。循环前各向异性程度为0.15 ~ 0.50,循环10次后各向异性程度收窄至0.07 ~ 0.27,表明循环加载促进了过程和方向间力学性能的趋同。循环加载前后,Tricot网格各向异性最低,而Sandfly网格各向异性最大。这些发现表明,网状结构的结构和加载方向对机械性能有重要影响,循环加载减少了所有设计的各向异性,而Tricot结构为疝气修复应用提供了最平衡的、类似各向异性的性能。
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引用次数: 0
ANN-driven prediction for 3D bioconvection flow of radiative Carreau ternary hybrid nanofluids across a porous stretching sheet with Buongiorno model 基于Buongiorno模型的辐射careau三元杂化纳米流体三维生物对流预测
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-09-28 DOI: 10.1007/s11043-026-09914-z
Shahzeb Khan, Adil Darvesh, M. Israr Ur Rehman

This study presents a novel numerical and artificial neural network (ANN) investigation of three-dimensional magnetohydrodynamic (MHD) bioconvective flow of a Carreau ternary hybrid nanofluid (THNF) over a bidirectional-stretching Riga plate embedded in a porous medium. The mathematical model adopted is derived from the Buongiorno model and includes the effects of thermal radiation, Joule heating, Brownian motion, thermophoresis, heat generation/absorption, activation energy, and binary chemical reaction. Similarity variables are introduced into the governing partial differential equations to convert them into ordinary differential equations, which are then solved numerically using the MATLAB solver bvp4c. A Levenberg-Marquardt-based backpropagation neural network (LMS-BPNN) is trained to predict the key transport properties, using 70% of the data for 15% of training to validate and test the network. The results show that the velocity profiles decrease with the increase of the Weissenberg number because of the dominant elastic forces, and the temperature profile increases with the increase of the Brownian motion and thermophoresis parameters. The Nusselt number increases with the increase of Brownian motion and thermophoresis, while the skin friction coefficient increases with the increase of the magnetic and chemical reaction parameters. The results obtained from ANN agree fairly well with the numerical results, and the mean square error value is in the range of (1 0^{-9}) to (1 0^{-8}). The high agreement between the numerical and ANN predictions with previous studies demonstrates the accuracy and robustness of the proposed computational framework, which has the potential to predict complex transport phenomena in advanced thermal systems.

本文提出了一种新的数值和人工神经网络(ANN)方法,研究了carau三元混合纳米流体(THNF)在嵌入多孔介质的双向拉伸Riga板上的三维磁流体动力学(MHD)生物对流流动。所采用的数学模型来源于Buongiorno模型,包括热辐射、焦耳加热、布朗运动、热电泳、产热/吸收、活化能和二元化学反应的影响。在控制偏微分方程中引入相似变量,将其转化为常微分方程,然后利用MATLAB求解器bvp4c对其进行数值求解。基于levenberg - marquardt的反向传播神经网络(LMS-BPNN)被训练来预测关键的传输特性% of the data for 15% of training to validate and test the network. The results show that the velocity profiles decrease with the increase of the Weissenberg number because of the dominant elastic forces, and the temperature profile increases with the increase of the Brownian motion and thermophoresis parameters. The Nusselt number increases with the increase of Brownian motion and thermophoresis, while the skin friction coefficient increases with the increase of the magnetic and chemical reaction parameters. The results obtained from ANN agree fairly well with the numerical results, and the mean square error value is in the range of (1 0^{-9}) to (1 0^{-8}). The high agreement between the numerical and ANN predictions with previous studies demonstrates the accuracy and robustness of the proposed computational framework, which has the potential to predict complex transport phenomena in advanced thermal systems.
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引用次数: 0
Numerical simulation for steady Casson nanofluid flow over curved stretching sheet with mixed convection and viscous dissipation effects 具有混合对流和粘滞耗散效应的弯曲拉伸片上卡森纳米流体稳态流动的数值模拟
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-09-28 DOI: 10.1007/s11043-026-09921-0
Amara Bibi, Javeria Nawaz Abbasi

The steady Casson nanofluid flow over a curved stretched sheet is numerically analyzed in this work while taking viscous dissipation and mixed convection into account. Nanoparticles improve heat transport, the non-Newtonian behavior is described by the Casson model. To represent boundary-layer flow over a curved surface, a local non-similarity transformation converts the nonlinear PDEs into linked ODEs with variable coefficients. MATLAB bvp4c is used to numerically solve the resulting equations. Analysis is done on the effects of the Eckert number, mixed convection, curvature, Casson parameter, and nanoparticle volume percent. The findings indicate that while viscous dissipation and mixed convection have opposing thermal effects, curvature greatly modifies the flow. In addition to improving thermal performance, the introduction of nanoparticles increases the system’s sensitivity to buoyancy and viscosity effects. The results directly affect high-precision heat systems in polymer extrusion, microfluidics, and bioengineering applications and advance our knowledge of intricate transport processes in curved geometries.

在考虑粘滞耗散和混合对流的情况下,对卡森纳米流体在弯曲拉伸板上的稳态流动进行了数值分析。纳米颗粒改善热传递,非牛顿行为由卡森模型描述。为了表示曲面上的边界层流动,采用局部非相似变换将非线性偏微分方程转化为可变系数的链接偏微分方程。利用MATLAB bvp4c对所得方程进行数值求解。分析了Eckert数、混合对流、曲率、Casson参数和纳米颗粒体积百分比的影响。研究结果表明,虽然粘性耗散和混合对流的热效应相反,但曲率对流动的影响很大。除了改善热性能外,纳米颗粒的引入还提高了系统对浮力和粘度效应的敏感性。结果直接影响高精度热系统在聚合物挤出,微流体,和生物工程应用和推进我们的复杂的传输过程在弯曲几何的知识。
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引用次数: 0
Behavior of cementitious protective mortars incorporating binary limestone–dune sands subjected to accelerated carbonation test 加速碳化试验中二元石灰石-沙丘砂胶凝防护砂浆的性能
IF 4.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2026-09-25 DOI: 10.1007/s11043-026-09924-x
Abderrahim Chahta, Ahmed Merah, Aissa Boucedra

Reinforced concrete structures exposed to aggressive environments often deteriorate due to carbonation and the penetration of harmful agents through the pore network. Cementitious protective mortars are an effective solution to improve surface durability. This study investigates the mechanical and durability behavior of cementitious mortars incorporating binary sand mixtures of limestone sand and dune sand, two abundant local materials in arid regions of Algeria. Twelve mortar mixtures were prepared with different proportions of limestone and dune sands while maintaining a constant water-cement ratio of 0.55. Mechanical strength, immersion water absorption, capillary water absorption, and accelerated carbonation resistance were evaluated. The results indicate that binary sand significantly improves mortar performance. The highest compressive strength, averaging 46 MPa at 28 days, was obtained for mixtures containing 60–70% limestone sand and 30–40% dune sand. Immersion water absorption ranged from 6.85% to 7.46%, with most binary mixtures showing slightly lower values than the reference mortar. Capillary absorption was also reduced, with cumulative water uptake decreasing from approximately 15 kg/m2 for the control mixture to 8.5–10 kg/m2 for the optimized mixtures, indicating improved pore structure and reduced permeability. Accelerated carbonation tests revealed a significant improvement in carbonation resistance. After 56 days, carbonation depth decreased from 10.2 mm for the reference mortar to 5.13–5.97 mm for the optimized mixtures, corresponding to a reduction of about 40–50%. These results demonstrate that binary limestone-dune sand mortars provide improved durability and represent a sustainable solution for protective cementitious coatings.

暴露在恶劣环境中的钢筋混凝土结构由于碳化和有害物质通过孔隙网络的渗透而经常恶化。胶凝防护砂浆是提高表面耐久性的有效解决方案。本研究考察了阿尔及利亚干旱地区石灰石砂和沙丘砂这两种丰富的当地材料的二元混合砂胶凝砂浆的力学和耐久性行为。在水灰比保持0.55不变的情况下,采用不同比例的石灰石和沙丘砂配制了12种砂浆混合物。对其机械强度、浸没吸水率、毛细吸水率和抗加速碳化性能进行了评价。结果表明,掺加二元砂可显著改善砂浆性能。含有60-70%石灰石砂和30-40%沙丘砂的混合物在28天的抗压强度最高,平均为46 MPa。浸没吸水率在6.85% ~ 7.46%之间,大多数二元混合物的浸没吸水率略低于参考砂浆。毛细管吸收率也有所降低,累计吸水量从对照混合物的约15 kg/m2下降到优化混合物的8.5-10 kg/m2,表明孔隙结构得到改善,渗透率降低。加速碳化试验表明,抗碳化性能显著提高。56天后,碳化深度从参考砂浆的10.2 mm下降到优化混合物的5.13-5.97 mm,相当于减少了约40-50%。这些结果表明,二元石灰石-沙丘砂砂浆具有更好的耐久性,是一种可持续的保护性胶凝涂层解决方案。
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Mechanics of Time-Dependent Materials
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