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  • Open Access

    ARTICLE

    Machine Learning for Density Prediction and Process Development of Large Layer Thickness LPBF 304L Stainless Steel and Its Mechanical Impacts

    Zhen Yan1, Jiani Huang1, Yanlin Gu1, Qingqing Xu1, Yuyu Guo1, Kun Lin2, Juan Hou1,*

    CMC-Computers, Materials & Continua, Vol.88, No.2, 2026, DOI:10.32604/cmc.2026.079204 - 15 June 2026

    Abstract This study addresses the challenge of balancing “high deposition efficiency with large layer thickness” and “component mechanical integrity” in Laser Powder Bed Fusion (LPBF) additive manufacturing. Using 304L stainless steel as an example, a hybrid modeling strategy combining physical mechanism models and residual machine learning was proposed, achieving accurate prediction of densification at H = 60, 90, and 120 μm (test set R2 = 0.833, MAE = 0.104). Within the Doehlert matrix experimental design framework, the coupled effects of laser power, scanning speed, and scanning spacing on densification behavior, microstructure evolution, and mechanical response at different… More >

  • Open Access

    ARTICLE

    Effects of Graphene Defects on Evolution of Dislocations and Pores in Graphene/Al Composites: A Molecular Dynamics Study

    Junzhe Zhao1,2, Wencan Zhu1,3, Qiang Wang1, Hui Chen2, Yan Liu2, Kaihong Zheng3, Zhibo Zhang2,3,*

    CMC-Computers, Materials & Continua, Vol.88, No.2, 2026, DOI:10.32604/cmc.2026.078880 - 15 June 2026

    Abstract Vacancy defects in graphene are inevitably introduced during the fabrication of graphene-reinforced metal matrix composites through mechanical processing, chemical reactions, or in-service environmental exposure. Despite their prevalence, the precise atomic-scale impact of these vacancies on dislocation motion, strengthening mechanisms, and failure behavior remains incompletely understood. To address this gap, we employ molecular dynamics simulations to construct aluminum-graphene interface models featuring systematically varied vacancy defect concentrations, enabling a detailed investigation of dislocation–interface interactions and the underlying reinforcement and failure mechanisms under shear deformation. Compared to pristine graphene, interfaces containing vacancy defects exhibit significantly enhanced out-of-plane buckling… More >

  • Open Access

    ARTICLE

    Sustainable Particleboards Using Lignosulfonate-Modified MUF Adhesives for Enhanced Bond Strength and Reduced Formaldehyde Emissions

    Pavlo Bekhta1,2,*, Iryna Lytvyn1

    Journal of Renewable Materials, Vol.14, No.5, 2026, DOI:10.32604/jrm.2026.02026-0035 - 28 May 2026

    Abstract The modification of melamine–urea–formaldehyde (MUF) adhesives with lignosulfonates (LS) represents a promising strategy for developing more sustainable wood-based panels. However, the influence of the counterion type remains poorly understood. In this study, the effect of lignosulfonate counterions on adhesives performance and properties of MUF-bonded particleboards was investigated, with a focus on sodium (NaLS) and magnesium (MgLS) lignosulfonates incorporated at 2.5%, 5.0%, and 7.5%. Adhesives performance was characterized by measuring dry solids content, dynamic viscosity, gelation time, and pH. The produced particleboards were evaluated in terms of density, bending strength, modulus of elasticity, internal bond strength… More > Graphic Abstract

    Sustainable Particleboards Using Lignosulfonate-Modified MUF Adhesives for Enhanced Bond Strength and Reduced Formaldehyde Emissions

  • Open Access

    ARTICLE

    Enhancing the Performance and Durability of Oil Palm Trunk Particleboards through Chemical Pre-Treatment and Bio-Based Antifungal Modification

    I. Nur Azreena*, H. A. Aisyah, A. W. Noorshamsiana

    Journal of Renewable Materials, Vol.14, No.5, 2026, DOI:10.32604/jrm.2025.02025-0178 - 28 May 2026

    Abstract This study examined the impact of various pre-treatment techniques on the physical and mechanical characteristics of particleboards derived from oil palm trunks (OPT). Thermal and chemical pre-treatments of the fibers, including hot water, sodium hydroxide (NaOH), and acetic acid, were applied prior to board production. In addition, antifungal agents were incorporated as supplementary additives during the manufacturing process at varying percentages to evaluate their effect on panel performance. Morphology of the treated OPT fibers was examined, and panel properties such as thermal behavior, bending strength, bonding strength, and dimensional stability were evaluated. Statistically significant improvements (pMore >

  • Open Access

    ARTICLE

    Hybrid Effect of Steel Fiber and Rubber Powder on Freeze-Thaw Resistance and Pore Structure of Concrete

    Wenwen Hu1, Xinzhan Li2, Tao Luo2,*, Li Li2

    Structural Durability & Health Monitoring, Vol.20, No.3, 2026, DOI:10.32604/sdhm.2026.077120 - 18 May 2026

    Abstract This study experimentally investigates the Hybrid Effect of Steel Fiber (SF) and Recycled Rubber Powder (RRP) on Freeze-Thaw (F-T) Resistance and Pore Structure of Concrete. With respect to the mechanical properties of Steel Reinforced Concrete (SRC) before and after F-T cycles, the mixture incorporating 1.5% SF and 10% RRP achieves the optimal performance, exhibiting a distinct positive hybrid effect with the γ of the tensile-to-compressive strength ratio of 1.427. The synergistic interaction between SF and RRP preserves the compressive strength and significantly enhances the tensile performance of SRC. Meanwhile, it alleviates the degradation of mechanical More >

  • Open Access

    ARTICLE

    Research on Mechanical Properties of the Composite Bridge Deck System Composed of Orthotropic Steel Deck and RPC Layer under Normal Temperature Curing

    Hui Zhang1,*, Yingying Xie1, Yu Zhang2,*, Zhan Gao1, Aijun Li1, Sheng Shi1, Xingyue Li1, Zheming Zhou1, Haotian Wang1

    Structural Durability & Health Monitoring, Vol.20, No.3, 2026, DOI:10.32604/sdhm.2026.075835 - 18 May 2026

    Abstract A composite bridge deck system consisting of an orthotropic steel deck and a normal-temperature-cured reactive powder concrete (RPC) layer is proposed to address the problems of pavement damage and fatigue cracks in steel bridge decks. In this study, a local finite element model of a bridge segment was established using ANSYS to calculate and compare the stress states of four deck systems: normal-temperature-cured RPC composite box girders, high-temperature-cured RPC composite box girders, pure steel box girders, and ordinary concrete composite box girders. Additionally, static load tests were conducted on a scaled local model to validate… More > Graphic Abstract

    Research on Mechanical Properties of the Composite Bridge Deck System Composed of Orthotropic Steel Deck and RPC Layer under Normal Temperature Curing

  • Open Access

    ARTICLE

    The Influence of the Grain Size Effect on the Mechanical Properties of Metallic Tungsten during Nanoindentation

    Duo Li1, Shuhao Kang1, Yukun Liu2, Yang Shen2, Ruihan Li3, Yuhu Liu1, Shujun Huang4, Xin Wu5, Huan Liu2,*

    CMC-Computers, Materials & Continua, Vol.88, No.1, 2026, DOI:10.32604/cmc.2026.078734 - 08 May 2026

    Abstract Tungsten plays a critical role in semiconductor electrical interconnects, and a thorough understanding of its mechanical properties is essential for optimizing its processing and performance. However, few studies have explored the effect of grain refinement on the mechanical behavior of tungsten. The work indicates a phenomenological transition around ~7.3 nm within the tested grain-size range that governs the nanoindentation response of tungsten. To establish this, we performed molecular dynamics (MD) simulations of nanoindentation for different grain sizes and analyzed surface pile-up, elastic recovery, atomic displacement, loading force, hardness, stress/strain behavior, dislocation density, and dislocation evolution. More >

  • Open Access

    ARTICLE

    Reactive Integration of Amino-Functional 9,10-Dihydro-9-oxa-10-phosphaphenanthrene-10-oxide (DOPO)-modified metal–organic frameworks (MOFs) into Polyurea Balancing Flame Retardancy and Mechanical Properties

    Yifan Wang1, Xishun Qiu1, Chao Wu1, Jiazhao Li1, Chang Dai1, Bowen Han1, Jinhu Hu2, Mingliang Ma1,*, Ye-Tang Pan2,*

    Journal of Polymer Materials, Vol.43, No.1, 2026, DOI:10.32604/jpm.2026.076443 - 03 April 2026

    Abstract Polyurea (PUA) is widely valued in protective coatings and structural reinforcement because of its impressive mechanical strength and resistance to corrosion. Its high flammability, together with the poor dispersion that often comes with simply blending in flame retardants, continues to limit its use in demanding environments. To overcome these issues, this study introduces a different approach. We grafted 9,10-dihydro-9-oxa-10-phosphaphenanthrene-10-oxide (DOPO) onto the surface of a metal–organic framework (MOF) and then partially amino-functionalized the DOPO layer, ultimately creating an amino-modified DOPO–MOF hybrid. The introduced amino groups can directly react with the isocyanate (–NCO) groups in the… More >

  • Open Access

    ARTICLE

    Influence of Processing Route on the Mechanical Properties of Poly(Lactic Acid)-Poly(Caprolactone)-Basalt Fiber Composites Prepared via Planetary Extrusion

    Declan Mary Colbert1,*, Eyman Manaf1, Zeeshan Ali1, Steven Rowe2, Chris Doran2, Trevor Howard2, Vlasta Chyzna3, Evan Moore3, Alan J. Murphy3, Patrick Doran4, Golnoosh Abdeali1, Declan M. Devine1

    Journal of Polymer Materials, Vol.43, No.1, 2026, DOI:10.32604/jpm.2026.076318 - 03 April 2026

    Abstract A comparative analysis was performed on poly(lactic acid) (PLA), poly(caprolactone) (PCL), basalt fiber (BF) composites produced using two distinct approaches: direct blending and masterbatching. The limitations of PLA-BF composites with regard to distribution and adhesion are well-documented, as are chemical treatment methods (addition of compatibilisers, surface treatments, silanization). This work aimed to study an industrially relevant potential solution of utilising a PCL-BF masterbatch, prepared as a 50/50 wt.% blend using planetary roller extrusion (PEX) to both improve the distribution and homogeneity of the fibers as well as provide a secondary adhesion site to facilitate improved… More >

  • Open Access

    ARTICLE

    Study on the Thermo-Mechanical Properties of Boron Phenolic Resin Composites Enhanced by Silicone Resin Modification and Multiple Ceramic Fillers

    Mingyan He1,2, Jiayu Fu1,2, Fangyu Guo1,2, Dawei Jiang1,2,*, Ting Yang1,2, Miaojun Xu1,2,*, Zijian Wu3, Bin Li1,2,*

    Journal of Polymer Materials, Vol.43, No.1, 2026, DOI:10.32604/jpm.2026.075379 - 03 April 2026

    Abstract Phenolic resins are widely used in thermal protection, yet achieving simultaneous improvement in thermal stability and mechanical strength remains challenging. In this work, a vinyl-modified silicone resin (VMTQ) was synthesized and incorporated into a boron phenolic resin (BPF) matrix. Three composite ceramic fillers, Al2O3–SiO2–ZrO2 (ASZ), Al2O3–SiO2–TiO2 (AST), and Al2O3–SiO2–MgO (ASM), were further introduced to construct a multi-oxide synergistic reinforcement system. Thermogravimetric analysis shows that the maximum decomposition rate decreases by 0.2–0.3%·min−1, while the ASM/V3/BPF-3 composite exhibits a 74.53% increase in char yield at 800°C and a 163.3°C increase in initial decomposition temperature, confirming its significantly enhanced thermal More >

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