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Physics-Informed Neural Networks:Current Progress and Challenges in Computational Solid and Structural Mechanics
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作者 Itthidet Thawon Duy Vo +6 位作者 Tinh QuocBui Kanya Rattanamongkhonkun Chakkapong Chamroon Nakorn Tippayawong Yuttana Mona Ramnarong Wanison Pana Suttakul 《Computer Modeling in Engineering & Sciences》 2026年第2期48-86,共39页
Physics-informed neural networks(PINNs)have emerged as a promising class of scientific machine learning techniques that integrate governing physical laws into neural network training.Their ability to enforce different... Physics-informed neural networks(PINNs)have emerged as a promising class of scientific machine learning techniques that integrate governing physical laws into neural network training.Their ability to enforce differential equations,constitutive relations,and boundary conditions within the loss function provides a physically grounded alternative to traditional data-driven models,particularly for solid and structural mechanics,where data are often limited or noisy.This review offers a comprehensive assessment of recent developments in PINNs,combining bibliometric analysis,theoretical foundations,application-oriented insights,and methodological innovations.A biblio-metric survey indicates a rapid increase in publications on PINNs since 2018,with prominent research clusters focused on numerical methods,structural analysis,and forecasting.Building upon this trend,the review consolidates advance-ments across five principal application domains,including forward structural analysis,inverse modeling and parameter identification,structural and topology optimization,assessment of structural integrity,and manufacturing processes.These applications are propelled by substantial methodological advancements,encompassing rigorous enforcement of boundary conditions,modified loss functions,adaptive training,domain decomposition strategies,multi-fidelity and transfer learning approaches,as well as hybrid finite element–PINN integration.These advances address recurring challenges in solid mechanics,such as high-order governing equations,material heterogeneity,complex geometries,localized phenomena,and limited experimental data.Despite remaining challenges in computational cost,scalability,and experimental validation,PINNs are increasingly evolving into specialized,physics-aware tools for practical solid and structural mechanics applications. 展开更多
关键词 Artificial Intelligence physics-informed neural networks computational mechanics bibliometric analysis solid mechanics structural mechanics
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Progress and perspectives of high-quality mechanical properties testing and mechanisms for 2D materials
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作者 Ting Su Chao Rong +5 位作者 Tianhao Yu Shan Hu Pan He Bowei Zhang Yabin Yan Fu-Zhen Xuan 《International Journal of Extreme Manufacturing》 2026年第1期32-64,共33页
Two-dimensional(2D)materials have attracted extensive attention from aerospace,integrated circuits,precision sensors,and flexible electronics due to their unique layered structure and excellent physicochemical propert... Two-dimensional(2D)materials have attracted extensive attention from aerospace,integrated circuits,precision sensors,and flexible electronics due to their unique layered structure and excellent physicochemical properties.In practice applications,the components of functional nanodevices are subjected to mechanical stress,which can affect the robust performance and structural reliability of these devices.Therefore,it is imperative to explore the mechanical properties and underlying mechanisms of 2D materials.However,researchers have an inadequate understanding of the accuracy of various in situ microscopy techniques and neglect the significance of high-quality,clean transfer techniques,resulting in deviated measurement results.There is now an urgent need to develop guidelines that allow researchers to select appropriate material transfer techniques and mechanical testing strategies based on the specific properties of 2D materials.Furthermore,the mechanical mechanism of 2D materials lacks systematic and comprehensive studies,which hinders researchers from deeply understanding the relationship between the material structure and the device performance.This work reviews the latest progress in the mechanics of 2D materials,focusing on the challenges of various transfer techniques and in situ microscopy techniques in mechanical testing,and provides effective guidance for the formulation of experimental schemes for mechanical testing.In addition,we offer detailed mechanistic insights into the fracture behavior,geometric dimension effects,edge defects,and interlayer bonding effects of 2D materials.This work is expected to advance the field development of 2D material mechanics. 展开更多
关键词 2D materials in situ microscopy techniques mechanical properties transfer techniques mechanical mechanisms
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Design and analysis of a mechanically intelligent system for biomechanical energy harvesting
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作者 Linchuan ZHAO Zewen CHEN +8 位作者 X.CHEN Qiuhua GAO Zhiyuan WU Ge YAN Kexiang WEI E.M.YEATMAN Guang MENG Wenming ZHANG Hongxiang ZOU 《Applied Mathematics and Mechanics(English Edition)》 2026年第2期235-254,共20页
The rapid advancement of wearable electronic devices has paved the way for a more intelligent and interconnected world.However,ensuring the sustainable energy supply for these devices remains a critical challenge,part... The rapid advancement of wearable electronic devices has paved the way for a more intelligent and interconnected world.However,ensuring the sustainable energy supply for these devices remains a critical challenge,particularly for specialized populations and professionals in demanding environments,where a lack of power can pose life-threatening risks.Herein,we propose a mechanically intelligent biomechanical energy harvesting approach that adapts to complex human motion excitations,thereby improving the energy harvesting performance.Leveraging a mechanical intelligence mechanism,the energy harvester aligns with human physiological habits,selectively activating or deactivating as needed.The system can also adapt to excitations of varying directions,amplitudes,and frequencies.Furthermore,the string tension helps reduce the impact forces on the knee joint during foot strikes.A theoretical model for the biomechanical energy harvesting system is developed to describe its dynamic and electrical characteristics,and a prototype is fabricated and tested under diverse conditions.The experimental results are in good agreement with the simulation trends,validating the effectiveness of the theoretical model.A test subject running at 8 km/h for 90 seconds can successfully power a smartphone for 20 seconds,demonstrating the viability of self-powered applications.This mechanically intelligent biomechanical energy harvesting method holds a promising solution for the sustainable power supply for wearable electronic devices. 展开更多
关键词 energy harvesting biomechanical energy DYNAMICS mechanically intelligent mechanism
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Pressure-Modulated Activation Energy as a Unified Descriptor of Mechanical Behavior in Metallic Glass
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作者 Huanrong Liu Jian Li +1 位作者 Shan Zhang Pengfei Guan 《Chinese Physics Letters》 2026年第1期71-82,共12页
The functional properties of glasses are governed by their formation history and the complex relaxation processes they undergo.However,under extreme conditions,glass behaviors are still elusive.In this study,we employ... The functional properties of glasses are governed by their formation history and the complex relaxation processes they undergo.However,under extreme conditions,glass behaviors are still elusive.In this study,we employ simulations with varied protocols to evaluate the effectiveness of different descriptors in predicting mechanical properties across both low-and high-pressure regimes.Our findings demonstrate that conventional structural and configurational descriptors fail to correlate with the mechanical response following pressure release,whereas the activation energy descriptor exhibits robust linearity with shear modulus after correcting for pressure effects.Notably,the soft mode parameter emerges as an ideal and computationally efficient alternative for capturing this mechanical behavior.These findings provide critical insights into the influence of pressure on glassy properties,integrating the distinct features of compressed glasses into a unified theoretical framework. 展开更多
关键词 pressure modulated activation energy predicting mechanical properties metallic glass relaxation processes functional properties mechanical behavior simulations varied protocols structural configurational descriptors
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An integrated cartilage-on-a-chip recapitulating the bio-chemo-mechanical microenvironment in osteoarthritic joints
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作者 Hongxing Jia Shaohua Yang +7 位作者 Lamei Du Han Gao Kaiqiang Sun Fanrui Kong Tan Tang Qiuting Zhang Tujun Weng Ye Xu 《Bio-Design and Manufacturing》 2026年第2期357-378,I0069-I0077,共31页
Osteoarthritis(OA),the most common chronic joint disease,leads to remarkable morbidity and disability.The development of preclinical models that accurately recapitulate the bio-chemo-mechanical microenvironment of ost... Osteoarthritis(OA),the most common chronic joint disease,leads to remarkable morbidity and disability.The development of preclinical models that accurately recapitulate the bio-chemo-mechanical microenvironment of osteoarthritic joints is crucial for elucidating OA pathogenesis and facilitating drug development.In this study,we present a microfluidics-based cartilage-on-a-chip model that integrates tunable mechanical stimulation and inter-tissue/cell communication,mimicking the key physiological characteristics of articular cartilage for organ-level OA research.By applying controllable mechanical compression,we established a model that captures healthy and injury hallmarks of the cartilage and directly observed the mechanotransduction responses in chondrocytes.We further demonstrated that mechanically damaged cartilage induces synovial abnormalities and immune dysregulation and explored the potential of our chip as a platform for screening therapeutic targets.This cartilage-on-a-chip offers an in vitro system with a close-to-in vivo microenvironment for investigating complex bio-chemo-mechanical interactions,paving the way for advanced studies on OA pathogenesis and drug screening. 展开更多
关键词 Osteoarthritis(OA) Bio-chemo-mechanical coupled microenvironment Cartilage-on-a-chip mechanical stimulation Intercellular communications
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Simulation of the Specific Contributions of Molecular Weight,Orientation Degree,and Crystallinity to the Tensile Mechanics of Polyethylene Fibers 被引量:1
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作者 Tian-Hao Yang Jing-Han Wu +4 位作者 Ming-Ming Ding Wen Zhai Ke Wang Qiang Fu Yang Liu 《Chinese Journal of Polymer Science》 2026年第2期560-575,I0018,共17页
UHMWPE fibers exhibit impressive modulus and strength,but they have not reached their theoretical limits.Researchers focus on molecular weight,orientation,and crystallinity of UHMWPE,yet their contributions to mechani... UHMWPE fibers exhibit impressive modulus and strength,but they have not reached their theoretical limits.Researchers focus on molecular weight,orientation,and crystallinity of UHMWPE,yet their contributions to mechanical properties are unclear.Molecular dynamics simulations are valuable but often limited by computational constraints.Our aim is to simulate higher molecular weights to better represent real UHMWPE fibers.We used Packmol and Polyply methodologies to construct PE systems,with Polyply reproducing more reasonable properties of UHMWPE fibers.Additionally,tensile simulations showed that orientation and crystallinity greatly impact Young's modulus more than molecular weight.Energy decomposition indicated that higher molecular weights lead to covalent bonds that can withstand more energy during stretching,thus increasing breaking strength.Combining simulations with machine learning,we found that orientation has the most significant impact on Young's modulus,contributing 60%,and molecular weight plays the most crucial role in determining the breaking strength,accounting for 65%.This study provides a theoretical basis and guidelines for enhancing UHMWPE's modulus and strength. 展开更多
关键词 Molecular dynamics simulation Polyethylene fiber mechanical properties
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Long-term mechanical loading aggravates osteoarthritis through a pro-apoptotic inflammatory microenvironment 被引量:1
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作者 Shiyun Shen Tianshun Fang +8 位作者 Jiabao Dong Junjie Li Miyang Xu Jian Wu Jiangfeng Zhang Jianyou Li Wei Liu Wei Zhou Xiongfeng Li 《Journal of Biomedical Research》 2026年第2期134-146,共13页
Articular cartilage maintains joint homeostasis by adapting to mechanical loading,but both insufficient and excessive loading can impair cartilage integrity.Whether mechanical activity should be restricted in early os... Articular cartilage maintains joint homeostasis by adapting to mechanical loading,but both insufficient and excessive loading can impair cartilage integrity.Whether mechanical activity should be restricted in early osteoarthritis(OA),particularly among exercise enthusiasts,remains controversial.Here,we established in vitro and in vivo models of prolonged moderate mechanical loading(7.5%strain,1 Hz)and analyzed human cartilage from weight-bearing and non-weight-bearing regions using RNA sequencing.Prolonged exposure(≥12 h)significantly increased chondrocyte apoptosis(2.3-fold),reduced expression of the chondrogenic transcription factor SOX9 and the matrix markers COL2A1,and elevated nerve growth factor(NGF)expression(1.8-fold),accompanied by enrichment of neural sensitization and inflammatory pathways.Immunofluorescence staining revealed NGF accumulation in mechanically stressed cartilage.Unlike high-intensity stress,which led to immediate apoptosis,moderate loading induced a delayed pro-apoptotic response after 12 h.These findings indicate that prolonged moderate mechanical loading may promote chondrocyte apoptosis through an NGFmediated inflammatory microenvironment and provide mechanistic evidence suggesting that patients with early OA may benefit from limiting high-impact or prolonged moderate-intensity exercise sessions to prevent cartilage damage and guide rehabilitation. 展开更多
关键词 OSTEOARTHRITIS mechanical loading
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Effect of Argon Atmosphere Heat Treatment on Mechanical Properties and Microstructural Evolution of Shicolon-Ⅱ SiC Fibers
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作者 YUAN Wang HU Jianbao +3 位作者 ZHOU Liang KAN Yanmei ZHANG Xiangyu DONG Shaoming 《无机材料学报》 北大核心 2026年第1期119-128,共10页
Silicon carbide fibers are considered ideal reinforcing materials for ceramic matrix composites due to their excellent mechanical properties and high-temperature performance.Different types of fibers necessitate indiv... Silicon carbide fibers are considered ideal reinforcing materials for ceramic matrix composites due to their excellent mechanical properties and high-temperature performance.Different types of fibers necessitate individual investigation due to variations in their composition and fabrication processes.This study presents a comprehensive investigation into evolution of the mechanical properties,surface microstructure,and composition of Shicolon-Ⅱ fibers subjected to argon heat treatment at temperatures ranging from 1300℃to 1700℃.The Shicolon-Ⅱ fibers are composed of small-sized β-SiC grains,SiC_(x)O_(y) amorphous phase,and a minor amount of graphite microcrystals.Following treatment in an argon atmosphere at 1300℃,the fibers maintain a monofilament tensile strength of 3.620 GPa,corresponding to a retention of 98.32%.This strength diminishes to 2.875 GPa,equating to a retention of 78.08%,after treatment at 1500℃.The reduction in mechanical properties of the fibers can be ascribed to the decomposition of the amorphous phase and the growth of β-SiC grains.Furthermore,creep resistance is an essential factor influencing the long-term performance of composite materials.After treatment at temperatures above 1400℃,the high-temperature creep resistance of the fibers is significantly enhanced due to growth of β-SiC grains.This study offers valuable theoretical insights into high-temperature applications of second-generation fibers,contributing to an enhanced understanding of their performance under extreme conditions. 展开更多
关键词 Shicolon-ⅡSiC fiber heat treatment mechanical property MICROSTRUCTURE
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Multi-responsive Hydrogel Featuring Synergistic Regulation of AIE and Mechanical Behaviors via Dynamic Hydrogen Bonding Network
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作者 ZHANG Yangdaiyi SHAO Yan JIANG Shimei 《高等学校化学学报》 北大核心 2026年第4期141-152,共12页
A multi-stimuli-responsive hydrogel,P(VI-co-MAAC-NE),was successfully constructed by covalently integrating the aggregation-induced emission(AIE)moiety(Z)-N-(4-(1-cyano-2-(4-(diethylamino)phenyl)vinyl)-phenyl)methacry... A multi-stimuli-responsive hydrogel,P(VI-co-MAAC-NE),was successfully constructed by covalently integrating the aggregation-induced emission(AIE)moiety(Z)-N-(4-(1-cyano-2-(4-(diethylamino)phenyl)vinyl)-phenyl)methacrylamide(NE)into a dynamic hydrogen-bonding network composed of 1-vinylimidazole(VI)and methacrylic acid(MAAC)groups.The dense hydrogen-bonding network not only provides enhanced mechanical robustness,but also significantly enhances the AIE effect of NE by restricting its molecular motion.Under various external stimuli,the hydrogen bonds within the hydrogel network undergo reversible dissociation and reformation,thus enabling synergistic modulation of the hydrogel’s mechanical properties and luminescence behavior.Specifically,organic solvents disrupt the hydrogen-bonding network and the aggregation of the AIE moiety NE,resulting in macroscopic swelling and fluorescence quenching of the hydrogel.In strongly acidic conditions,protonation of NE molecules suppresses the intramolecular charge transfer(ICT)process,yielding a blue-shifted emission band accompanied by intense blue fluorescence;in highly alkaline environments,deprotonation of carboxyl groups induces hydrogel swelling and disperses NE aggregates,leading to pronounced fluorescence quenching.Moreover,the system exhibits thermally activated shape-memory behavior:heating above the glass transition temperature(T_(g):ca.62℃)softens the hydrogel to allow programmable reshaping,and subsequent hydrogen bond reformation at ambient conditions locks in the resultant geometries without sacrificing the hydrogel’s fluorescence performance.By capitalizing on these multi-stimuli-responsive characteristics and shape-memory behavior,the potential of hydrogel P(VI-co-MAAC-NE)for advanced information encryption and anti-counterfeiting applications is demonstrated.This work not only provides a versatile material platform for sensing and information storage,but also offers new insights into the design of intelligent soft materials integrating AIE features with dynamically regulated supramolecular network structures. 展开更多
关键词 Aggregation-induced emission(AIE) Multi-responsive hydrogel mechanical properties Hydrogen bonds network
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Effect of Channel Segregation on Microstructure and Mechanical Properties of Ti45Nb Alloy Wire
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作者 Shang Jinjin Yang Hui +6 位作者 Bai Huiwen Wu Yulun Zhao Xiaohua Lei Qiang He Tao Liu Xianghong Zeng Weidong 《稀有金属材料与工程》 北大核心 2026年第4期869-876,共8页
The effects of channel segregation on the macro-and micro-scale chemical composition,microstructure,hardness,and tensile deformation behavior of Ti45Nb wires were investigated.The results show that wires with severe c... The effects of channel segregation on the macro-and micro-scale chemical composition,microstructure,hardness,and tensile deformation behavior of Ti45Nb wires were investigated.The results show that wires with severe channel segregation exhibit a macroscopic chemical composition identical to those without segregation,and 3D X-ray imaging result also reveals no abnormalities.After annealing,both types of wires exhibit an equiaxed single-phase microstructure with comparable grain sizes,suggesting that channel segregation has negligible influence on the macroscopic composition and grain size.Metallographic examination reveals that channel segregation manifests as spot-like features in the transverse section and band-like structures in the longitudinal section.EDS analysis identifies these regions as Ti-enriched segregations,with a Ti content higher than that of the surrounding matrix by approximately 4.42wt%.Compared to segregation-free wires,those containing extensive channel segregation demonstrate a 15.5%increase in ultimate tensile strength and a 12.3%increase in yield strength,but suffer a reduction in elongation and reduction of area by 19.8%and 18.9%,respectively.Furthermore,the mechanical properties of wires with segregation show significant fluctuations.Fractographic analysis reveals a larger fracture surface area in segregated wires.Severe dislocation pile-ups occur at the interfaces of these segregated regions,initiating microcrack nucleation.This promotes rapid crack propagation of the Ti45Nb wire,leading to a significant decrease in plasticity and reduction of area. 展开更多
关键词 Ti45Nb alloy channel segregation mechanical properties
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Regulation of Microstructure,Mechanical Properties,and Corrosion Properties of Laser-Melting-Deposited B_(4)C/TC4 Composite by Heat Treatment
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作者 Zhao Cenya Zheng Yang +4 位作者 Xiong Ruize Ji Wenkang Zhang Daohong Liu Wei Tao Hailin 《稀有金属材料与工程》 北大核心 2026年第2期285-291,共7页
The TiB+TiC dual-reinforced B_(4)C/TC4 composite was in-situ fabricated via incorporating 0.5wt%B_(4)C reinforcement during the laser melting deposition process.Different heat treatments of annealing and solid solutio... The TiB+TiC dual-reinforced B_(4)C/TC4 composite was in-situ fabricated via incorporating 0.5wt%B_(4)C reinforcement during the laser melting deposition process.Different heat treatments of annealing and solid solution were used to regulate the microstructure,mechanical properties,and corrosion properties of B_(4)C/TC4 composite.Results show that with the increase in temperature from 500℃to 800°C,partial lamellarα-Ti in the as-deposited sample is gradually transformed into equiaxedα-Ti,accompanied by the disappearance of basketweave microstructure.At 1100°C,a small portion of TiC phase suffers fusion.This composite exhibits the optimal combination of strength and plasticity after annealing at 500℃for 4 h followed by furnace cooling,which is attributed to the stress release effect and the refined basketweave microstructure.However,this composite shows a decline in corrosion resistance after various heat treatments due to grain coarsening and micro-galvanic corrosion. 展开更多
关键词 B_(4)C/TC4 composite laser melting deposition heat treatment mechanical property corrosion property
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Mechanical Properties and Mechanisms of Nano-calcium Carbonate-modified Ultra High Performance Concrete with Large Amounts of Ceramic Waste
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作者 ZHANG Liqing LI Xiyou +3 位作者 WEI Luofei XIONG Jingang XIONG Xinfu WANG Yunyang 《Journal of Wuhan University of Technology(Materials Science)》 2026年第2期553-562,共10页
Utilization of ceramic wastes to fabricate concrete can not only effectively dispose the wastes,but also reduce the energy and source consumptions.Therefore,we fabricated a green ultra high performance concrete using ... Utilization of ceramic wastes to fabricate concrete can not only effectively dispose the wastes,but also reduce the energy and source consumptions.Therefore,we fabricated a green ultra high performance concrete using ceramic waste powder(CWP)to replace 55%of cement,and ceramic waste aggregate(CWA)to replace 100%natural quartz sand.However,high content of ceramic wastes will harm the concrete performance including workability and mechanical properties.Therefore,a low-cost and low carbon nano-calcium carbonate(NC)was introduced to compensate for the defects caused by large amounts of CWP and CWA to workability and mechanical behavior.The experimental results show that the workability of ultra high performance concrete with large amounts of CWP and CWA(UHPCLCC)increases by 28.57%with NC content of 5%.Moreover,the flexural strengths,fracture energy,compressive strengths,and compressive toughness of UHPCLCC increase up to 29.6%,56.5%,20.4%,and 37.6%,respectively,which is caused by the nano-core effect of NC. 展开更多
关键词 ultra high performance concrete ceramic waste nano-calcium carbonate mechanical properties MECHANISMS
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Failure mechanism of the coal wall at the working face based on an eccentric compression mechanical model
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作者 Maolin Tian Jiabao Wang +4 位作者 Changsheng Wang Shijie Sun Lijun Han Qingbin Meng Sunhao Zhang 《Deep Underground Science and Engineering》 2026年第1期127-143,共17页
The deformation and failure of coal walls in front of a working face cause significant difficulties during mining operations.This study reveals the nonuniform distribution of bearing pressure in front of coal walls ba... The deformation and failure of coal walls in front of a working face cause significant difficulties during mining operations.This study reveals the nonuniform distribution of bearing pressure in front of coal walls based on in situ monitoring data and numerical simulation.Therefore,an eccentric compression mechanical model was established to study the deformation and failure characteristics of a coal wall.The slenderness ratio of the compression bar is introduced to define coal walls.The results showed that instability failure occurs when λ>λ_(c) and material failure occurs when λ≤λ_(c).The instability failure-type coal wall spalling was related to the mining height,eccentricity of roof pressure,the horizontal force,and the reaction moment of the floor.The material failure-type coal wall spalling was related to the cohesion,the internal friction angle of the coal,the upper pressure,and the horizontal force of coal walls.Unstable and destructive coal wall peeling usually occurs at a height of 0.5–0.6 times the mining height,while material damage to coal wall peeling is determined to occur within the range of 0.4-0.6 times the mining depth.The findings contribute to the understanding of the deformation and failure of coal walls. 展开更多
关键词 coal wall spalling eccentric compression mechanical model failure mechanism instability failure shear failure
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Rapid-Curing,Precision-Sprayable Polyoxytetramethylene Glycol Based Polyurethane-Urea Coatings with High Mechanical Performance
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作者 Zhipeng Ran Peishuang Xiao +2 位作者 Shuen Liang Keping Chen Xiuli Zhao 《Journal of Polymer Materials》 2026年第1期92-108,共17页
This study presents the development of high-performance,solvent-free polyurethane-urea(PU)elastomeric coatings engineered for rapid curing and precise sprayability.Utilizing polyoxytetramethylene glycol(PTMG)as the pr... This study presents the development of high-performance,solvent-free polyurethane-urea(PU)elastomeric coatings engineered for rapid curing and precise sprayability.Utilizing polyoxytetramethylene glycol(PTMG)as the primary polyol and a static-mixing spraying technique,the formulations were systematically optimized.It was found that a soft-segment content of 64% yields optimalmechanical properties,achieving a remarkable tensile strength exceeding 30 MPa.Crucially,the incorporation of an ultra-low concentration(0.002 wt%)of dibutyltin dilaurate catalyst was sufficient to enhance curing completeness and mechanical performance while effectively eliminating moisture-induced foaming,a common challenge in solvent-free spray applications.The gel and tack-free times were successfully reduced to the order of minutes through strategic formulation with the chain extender dimethylsulfidetoluene diamine,minimizing reliance on high catalyst loadings.Theresultant PTMG-based coatings exhibit exceptional comprehensive properties,including a tensile strength>30 MPa,elongation at break>400%,and a tear strength of 66 N/mm,significantly surpassing conventional polypropylene-diamine-based polyurea systems.Furthermore,the coatings demonstrated superior low-temperature flexibility,evidenced by a glass transition temperature of-53℃,and suppressed soft-segment crystallinity.The solvent-free nature and tunable curing kinetics of this system enable precise spraying on complex geometries,effectively overcoming thickness-control limitations for small-object applications.This work establishes a sustainable and high-performance coating solution ideal for demanding impact-and corrosionresistant protective layers. 展开更多
关键词 POLYURETHANE-UREA COATINGS mechanical performance SOLVENT-FREE
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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
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作者 Yifan Wang Xishun Qiu +6 位作者 Chao Wu Jiazhao Li Chang Dai Bowen Han Jinhu Hu Mingliang Ma Ye-Tang Pan 《Journal of Polymer Materials》 2026年第1期164-182,共19页
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 ... 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 PUA matrix,allowing the flame-retardant component to be integrated via reactive integration rather than physical blending.This approach helps avoid the interfacial defects and the mechanical weakening typically observed in conventional blending.With 5 wt% ZIF-67@DOPO-NH2 added to the PUA system,the composite successfully reached a UL-94 V-0 classification and showed a notable increase in limiting oxygen index(LOI),from19.2% to 23.8%.The peak heat release rate and total heat release dropped by 36.3% and 38.7%,respectively.Meanwhile,the tensile strength decreased from 25.74 to 22.52 MPa,while the elongation at break remained above 300%,indicating that the material maintained excellent toughness. 展开更多
关键词 PUA DOPO MOFS flame retardancy mechanical properties
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Investigating inclusions and mechanical properties of 1060 aluminum by salt
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作者 Jing-feng Wang Yao-heng Qiu +2 位作者 Chao-yi Chen Lin-zhu Wang Jun-qi Li 《China Foundry》 2026年第2期263-273,共11页
In the casting process of 1060 industrial pure aluminum,the inclusions in the aluminum melt significantly affect the product quality.In this study,the influence of refining temperature and the composition of salt flux... In the casting process of 1060 industrial pure aluminum,the inclusions in the aluminum melt significantly affect the product quality.In this study,the influence of refining temperature and the composition of salt fluxes on the purification effect and mechanical properties of aluminum melt was investigated.The results indicate that lower refining temperatures and modified salt fluxes can effectively enhance the cleanliness of the aluminum melt.As the refining temperature increases,the large inclusions gradually increase.The addition of16wt.%Na_(3)AlF_(6) can dissolve and break up Al_2O_(3) inclusions,facilitating the separation of the aluminum melt and aluminum slag.The addition of 16wt.%Na3AlF6 and 2wt.%CaCO_(3) to the basic salt fluxes enables gas refinement,thereby further improving the cleanliness of the aluminum melt.Under the refining condition of 37wt.%NaCl-47wt.%KCl--16wt.%Na3AIF3-2wt.%CaCO_(3) at 740℃,better cleanliness and mechanical properties were obtained.The cleanliness and yield strength are approximately 99.99928%and 71.46 MPa,respectively.This work can offer valuable reference and theoretical insights for future research. 展开更多
关键词 1060 aluminum PURIFICATION INCLUSIONS mechanical properties
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The Influence of Temperature Environment and Polymeric Binder Proportion on the Static/Dynamic Mechanical Properties of PolymerMaterials
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作者 Peng Gong Tingzheng Yan +4 位作者 Kang Yang Yumei Yue Shude Ji Lin Ma Yilun Wu 《Journal of Polymer Materials》 2026年第1期295-307,共13页
To comprehensively explore the impact of binder content on the mechanical properties of the Polymer bonded explosive(PBX)substitute material(Polymer-bonded Analogue Explosive(PAE)—it is renowned for its outstanding h... To comprehensively explore the impact of binder content on the mechanical properties of the Polymer bonded explosive(PBX)substitute material(Polymer-bonded Analogue Explosive(PAE)—it is renowned for its outstanding high-temperature resistance,exceptional mechanical properties,excellent chemical stability,and superior electrical insulation),a series of experiments are meticulously carried out.The dynamic and static mechanical properties,along with the microstructure of PAE,are precisely measured through the Split Hopkinson Pressure Bar(SHPB)test,static compression tests,and Scanning Electron Microscopy(SEM).The dynamic performance test outcomes clearly indicate that both the binder content(2%,4%,6%)and temperature(25℃,45℃,70℃)exert a substantial influence on the dynamic mechanical properties of PAE.Specifically,as the binder content increases,the elasticmodulus increases,demonstrating higher stiffness,and the longer failure duration represents a prolonged fracture process rather than an improved deformation strain to failure.This means the strength-related stiffness rises with binder content,but the overall ductility does not increase.Notably,PAE with 2%the Ethylene-Vinyl Acetate Copolymer(EVA)—it bonds well with a variety ofmaterials,such asmetal,wood,and plastic—exhibits distinct plastic deformation behavior,while PAE samples with 4%and 6%EVA display evident brittle fracture characteristics.Additionally,the mechanical properties of PAE are highly sensitive to temperature variations.Among the tested temperatures,PAE showcases the most favorable performance at 45℃.The static performance test results reveal that an increment in binder content effectively helps to reduce the temperature sensitivity of temperature(-40℃,25℃,50℃,70℃)on PAE and enhance its static mechanical properties.The maximum compressive strength gradually diminishes as the temperature rises.However,it should be noted that an excessively high binder content will undermine the mechanical properties of PAE.With the increase in binder content,the compressive modulus demonstrates relatively stable changes under both lowtemperature and high-temperature conditions.The SEM analysis results demonstrate that,aside fromthe initial defects inherent in the material preparation process,the components of PAE are firmly combined.Throughout the tests,no new pores or microcracks emerge,which strongly indicates that the mechanical properties of PAE remain stable. 展开更多
关键词 PAE binder ratio mechanical properties microstructure
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Anti-swelling and Mechanically Robust Composite Hydrogels in Aquatic Environments
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作者 Ze-Hang Du Qing-Hua Wang +3 位作者 An-Qi Xiao Piao-Piao Zhou Xiao-Lin Lyu Zhi-Gang Zou 《Chinese Journal of Polymer Science》 2026年第4期1027-1034,I0013,共9页
Hydrogels are widely employed in various cutting-edge fields due to their excellent flexibility and tunability.However,hydrogels undergo significant swelling when immersed in seawater or other ionic solutions,leading ... Hydrogels are widely employed in various cutting-edge fields due to their excellent flexibility and tunability.However,hydrogels undergo significant swelling when immersed in seawater or other ionic solutions,leading to a severe decline in their performance.Herein,we develop a composite hydrogel(PAH)with anti-swelling capability in different solution environments,constructed through hydrogen bonding interactions between rigid aramid nanofibers(ANF)and flexible poly(vinyl alcohol)(PVA).The dense three-dimensional skeleton within PAH not only dissipates energy to enhance its strength and toughness but also effectively inhibits water molecule penetration.Even after immersion in different ionic solutions,PAH maintains its structural integrity(equilibrium swelling ratio of only 0.1%),while retaining excellent mechanical properties.This work provides a simple and effective strategy for improving the anti-swelling ability of hydrogels in different solutions,offering insights for broadening the application scope of hydrogels. 展开更多
关键词 HYDROGEL Anti-swelling mechanical properties High toughness
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Next-Generation Joint-on-a-Chip:Toward Precision Mechanical Control in Multi-Tissue Systems
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作者 Zhenjun Lv Yuwei Chai +8 位作者 Xiumei Zhang Weiwei Lan Junchao Wei Lu Li Weiyi Chen Yiting Lei Jun Liu Zhong Alan Li Di Huang 《Nano-Micro Letters》 2026年第6期267-292,共26页
Osteoarthritis is among the leading causes of disability worldwide,and no pharmacological therapies currently exist to reverse its progression.This lack of therapies is primarily attributed to the inadequacies of conv... Osteoarthritis is among the leading causes of disability worldwide,and no pharmacological therapies currently exist to reverse its progression.This lack of therapies is primarily attributed to the inadequacies of conventional in vitro models of joint physiology and pathology,which significantly hinder advancements in disease mechanism research and drug development.As an emerging in vitro joint model,joint-on-a-chip(JoC)technology allows low-cost,efficient simulation of physiological and pathological joint activities,making it a focal point of current research.Cartilage,subchondral bone,and synovium are among the key tissues required for constructing in vitro joint models,with cartilage playing a central load-bearing role in joint movement.This article provides a detailed overview of the structure and function of these tissues,with an emphasis on the load-bearing mechanisms of cartilage,and identifies the microenvironmental characteristics that JoC should aim to replicate.Subsequently,we review the current types of JoC and highlight their core challenge:the seamless integration of multi-tissue co-culture with specific mechanical stimulation.To address this issue,we propose potential solutions and present a conceptual design for a JoC prototype.Finally,we discuss the challenges and issues related to the outlook for JoC.Our ultimate goal is to develop a JoC capable of replicating the key microenvironments of joints,serving as a high-performance in vitro joint model to advance the study of disease mechanisms and facilitate drug development. 展开更多
关键词 Joint-on-a-chip Osteoarthritis Tissue microenvironment mechanical stimulation Multi-tissue co-culture
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