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Keywords = buckling analysis

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16 pages, 1045 KB  
Article
New Buckling Analysis of Rotationally Restrained Columns Using the Finite Integral Transform Method
by Dongrui Song, Xiaocheng Tang, Zhiwei Sun, Dong Han, Xiaozhuo Guan and Huashun Li
Buildings 2026, 16(13), 2700; https://doi.org/10.3390/buildings16132700 (registering DOI) - 7 Jul 2026
Abstract
In this paper, the finite integral transform method is employed for the first time to analytically solve the buckling problem of axially compressed columns subjected to rotationally restrained-type boundary conditions (BCs), a topic on which relevant studies remain scarce. In the present solution [...] Read more.
In this paper, the finite integral transform method is employed for the first time to analytically solve the buckling problem of axially compressed columns subjected to rotationally restrained-type boundary conditions (BCs), a topic on which relevant studies remain scarce. In the present solution procedure, the complex buckling problem of compressed columns can be transformed into solving simple matrix eigenvalue problems after straightforward integral transformations, which significantly reduces the mathematical difficulty involved. Based on the proposed method, new and accurate analytical results for the effective length factor of axially compressed columns under elastic rotational constraints are obtained. All the present results show excellent agreement with those reported in the literature, with the maximum deviation being less than 0.5%, verifying the high precision and reliability of the present method. By varying the spring rotational restraint coefficient, the variation law of the column’s effective length during the transition of end constraints from elastic rotationally restrained constraints to simply supported and clamped conditions is further revealed, which provides clear quantitative guidance for engineering stability design. Full article
16 pages, 2124 KB  
Review
A Sequential Optimization Approach for Efficient Placement of Outrigger–BRBs in Tall Buildings
by Hamid Nikzad and Shinta Yoshitomi
CivilEng 2026, 7(3), 42; https://doi.org/10.3390/civileng7030042 - 1 Jul 2026
Viewed by 188
Abstract
Outrigger systems incorporating buckling-restrained braces (BRBs) can improve the seismic performance and resilience of tall buildings by combining lateral stiffness enhancement with supplemental energy dissipation. However, determining the effective number, elevation, and stiffness distribution of outrigger–BRBs remains computationally demanding when many possible configurations [...] Read more.
Outrigger systems incorporating buckling-restrained braces (BRBs) can improve the seismic performance and resilience of tall buildings by combining lateral stiffness enhancement with supplemental energy dissipation. However, determining the effective number, elevation, and stiffness distribution of outrigger–BRBs remains computationally demanding when many possible configurations are considered. This study proposes a computationally efficient power-based sequential optimization approach for identifying effective outrigger–BRB placement and stiffness allocation in tall building systems. A nine-zone finite element benchmark model, developed in MATLAB based on a previously tested structural configuration, is used to examine the proposed method through nonlinear time-history analysis under the 1940 El Centro ground motion. The optimization procedure incrementally allocates BRB stiffness to candidate outrigger locations and selects the configuration that minimizes the maximum inter-story drift ratio at each step. The results are compared with a complete combinational reference search within the selected candidate space to assess whether the proposed procedure can identify optimal or near-optimal configurations with fewer nonlinear analyses. The findings show that the proposed method can reproduce the main effective outrigger–BRB placement patterns while reducing the number of required analyses within the investigated benchmark problem. The results also indicate that BRB stiffness limits influence the distribution of stiffness along the building height and promote more gradual drift reduction. Although the numerical investigation is limited to a benchmark model and a single seismic input, the proposed framework provides a practical basis for preliminary design, rapid parametric assessment, and future extension to multi-record and multi-objective optimization of outrigger–BRB systems. Full article
(This article belongs to the Topic Advances on Structural Engineering, 3rd Edition)
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20 pages, 565 KB  
Article
Approach of Dental Implants Through the  Transfer-Matrix Method
by Rǎzvan Alexandru Mitrea, Mihai-Sorin Tripa, Alexandru Vlad, Iulia-Maria Bărăian, Petre-Corneliu Opriţoiu, Roxana Carmen Cordoş, Carmen-Gabriela Băcilă, Daniela-Corina Jucan, Mihaela Ligia Ungureşan, Liviu Bolunduţ, Dan Pop, Ioana Monica Duncea, Mariana Florica Pop, Honoriu Vălean, Ioan-Aurel Cherecheş, Veronica Mîndrescu, Viorica-Mihaela Suciu and Doina-Iulia Rotaru
Bioengineering 2026, 13(6), 706; https://doi.org/10.3390/bioengineering13060706 - 19 Jun 2026
Viewed by 350
Abstract
Oral health is a very important issue today. This approach presents an original idea: to model the dental implant as a double-articulated buckling bar on an elastic environment. The mandibular bone is considered as the elastic environment. The buckling bar is analyzed using [...] Read more.
Oral health is a very important issue today. This approach presents an original idea: to model the dental implant as a double-articulated buckling bar on an elastic environment. The mandibular bone is considered as the elastic environment. The buckling bar is analyzed using the Transfer-Matrix Method. The risk of buckling is higher for straight bars subjected to axial compression. Therefore, knowing the critical buckling force is very important, especially in the case of dental implants. This study, based on the Transfer-Matrix Method, was carried out in two steps. In the first step, a double-articulated buckling bar on a rigid environment is considered. The second step involves studying the same doubly articulated bar, but with the joint at the lower end resting on an elastic environment. The bone in which the implant is placed is considered as this elastic environment. The Transfer-Matrix Method is easy to implement and provides quick results for problems involving the shape optimization of structural components. This article presents a completely new idea and an original approach to buckling analysis, with applications to dental implants. This work will serve as a foundation for future research involving experimental investigations of dental implants. Full article
(This article belongs to the Special Issue New Tools for Multidisciplinary Treatment in Dentistry, 2nd Edition)
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17 pages, 6801 KB  
Article
Accelerating Buckling Load Factor Prediction in Timber Frame Walls Using an Encoder–Decoder Surrogate Model
by Jannik Sobisch, Julian Ziegler, Cristoph Dijoux, Felix Schmidt-Kleespies, Alexander Stahr and Mirco Fuchs
Buildings 2026, 16(12), 2424; https://doi.org/10.3390/buildings16122424 - 18 Jun 2026
Viewed by 355
Abstract
In structural engineering, the iterative optimisation of complex timber wall components is fundamentally limited by the prohibitive computational costs of non-linear Finite Element Analysis (FEA). To overcome this bottleneck, this study introduces a highly efficient machine learning-based surrogate model utilising a convolutional encoder–decoder [...] Read more.
In structural engineering, the iterative optimisation of complex timber wall components is fundamentally limited by the prohibitive computational costs of non-linear Finite Element Analysis (FEA). To overcome this bottleneck, this study introduces a highly efficient machine learning-based surrogate model utilising a convolutional encoder–decoder architecture to predict the global buckling load factor (BLF) directly from structural topology. We evaluate three distinct modeling strategies: a Direct prediction model, a Sequential model, and a multitask Dual-Loss model designed to simultaneously predict the BLF and reconstruct spatial tensile stress fields. Experimental results demonstrate that both the Direct and Dual-Loss approaches achieve near-perfect predictive accuracy on in-distribution data, yielding a coefficient of determination (R2) of approximately 0.996. Crucially, these surrogates accelerate inference times by a factor of roughly 12,800 compared to traditional iterative solvers, reducing evaluation times from hours to mere seconds. Furthermore, the models exhibit exceptional robustness and extrapolative capability under rigorous out-of-distribution testing. The models maintain high predictive fidelity when subjected to cross-dataset distributional shifts (R2 0.94) and when evaluating intentionally low-performing, highly vulnerable configurations (R20.967). Extensive validation on structurally disjoint, hold-out wall geometries confirms the models’ ability to generalise to entirely unseen topologies without introducing systematic bias (R2>0.95). By successfully internalising the underlying physical principles of load redistribution, this surrogate framework provides a reliable, computationally inexpensive foundation for enabling real-time, autonomous generative design and structural optimisation. Full article
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21 pages, 5620 KB  
Article
Dynamic Analysis of Multilayered Composite Beams Considering Interlayer Slips
by Jiantao Zhai and Yongping Zhang
Buildings 2026, 16(12), 2308; https://doi.org/10.3390/buildings16122308 - 9 Jun 2026
Viewed by 153
Abstract
This paper presents a new plane stress model for the dynamic analysis of multilayer composite beams with interlayer slip effects. In this model, the cross section of a multilayer composite beam is transformed into an equivalent plane stress cross section. Based on the [...] Read more.
This paper presents a new plane stress model for the dynamic analysis of multilayer composite beams with interlayer slip effects. In this model, the cross section of a multilayer composite beam is transformed into an equivalent plane stress cross section. Based on the equilibrium, constitutive and geometric equations of the plane stress problem, state equations are derived in terms of a set of state variables. The state variables are then expanded in Fourier series, and the state equations are solved using the state-space method. The proposed computational model makes it convenient to account for slip at each interface and can represent the entire transition of an interface from fully slipped to fully bonded. Interlayer slip and the corresponding interaction forces are incorporated naturally into the derivation of the governing equations, and the model gives accurate results. A steel–concrete–steel composite beam, a four-layer composite beam and a laminated timber beam are analyzed as examples of multilayer composite beams under both static and dynamic loading. The static analysis results are in good agreement with the literature results, with a maximum error of 0.63% for the maximum mid-span deflection and only 0.143% for the maximum interlayer slip value. Compared with finite element results, the natural frequencies and buckling loads obtained from the dynamic analysis exhibit maximum relative errors of 2.87% and 3.77%, respectively. The relationship between axial force and natural frequency is also presented, which verifies the accuracy and reliability of the proposed model and calculation method. Full article
(This article belongs to the Section Building Structures)
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24 pages, 10226 KB  
Article
Experimental and Numerical Study on Plastic Behavior of Expansion Tubes Subjected to Impact
by Di Jiang, Yiqun Yu, Lihua Wu, Xvdong Zhi, Haiqing Li, Feng Fan and Rong Zhang
Appl. Sci. 2026, 16(11), 5725; https://doi.org/10.3390/app16115725 - 5 Jun 2026
Viewed by 407
Abstract
Aiming to study the plastic behavior of expansion tubes, this paper presents experimental studies on Q420 and S2205 steel tubes and investigates the influence of key parameters on the responses of the expansion tube. A finite element model is established and validated by [...] Read more.
Aiming to study the plastic behavior of expansion tubes, this paper presents experimental studies on Q420 and S2205 steel tubes and investigates the influence of key parameters on the responses of the expansion tube. A finite element model is established and validated by comparing the numerical results with experimental results. Based on both experimental and numerical approaches, the effects of the coefficient of friction, geometric parameters, tube material and impact velocity are revealed. The results show that the steady-state force increases linearly with increasing friction coefficient and tube thickness. As expansion value increases, the growth rate of steady-state force decreases, and local buckling and splitting become more likely. Numerical simulations examine the response and failure modes under low- to high-speed impacts. The steady-state force is insensitive to impact velocity and expansion angle, but the failure mode under high-speed impact is more severe than that under low-speed impact. Four failure modes and typical deformation stages of the failure process were obtained based on test observations and numerical simulations. The empirical formula for predicting the steady-state force of Q420 steel tubes under quasistatic and low-speed impact expansion is proposed based on similarity criteria and dimensional analysis. Full article
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22 pages, 6176 KB  
Article
Efficient Buckling Analysis of Thin-Walled Composite Beams with Symmetric and Unsymmetric Layups Using a GBT–Ritz Approach
by Navid Kharghani and Christian Mittelstedt
J. Compos. Sci. 2026, 10(6), 307; https://doi.org/10.3390/jcs10060307 - 4 Jun 2026
Viewed by 674
Abstract
Thin-walled composite beams with unsymmetric laminates are attracting increasing attention in lightweight aerospace and mechanical structures because they enable enhanced stiffness tailoring and weight reduction beyond the limitations of conventional symmetric stacking sequences. However, despite their practical relevance, unsymmetric thin-walled laminates have received [...] Read more.
Thin-walled composite beams with unsymmetric laminates are attracting increasing attention in lightweight aerospace and mechanical structures because they enable enhanced stiffness tailoring and weight reduction beyond the limitations of conventional symmetric stacking sequences. However, despite their practical relevance, unsymmetric thin-walled laminates have received comparatively limited attention in the available buckling literature due to the additional complexity introduced by membrane–bending coupling effects. This study presents an efficient and physically transparent formulation for the buckling analysis of thin-walled composite beams with both symmetric and unsymmetric layups by combining Generalized Beam Theory (GBT) with the Ritz method. The proposed GBT-Ritz framework captures global, local, distortional, torsional, and shear-related deformation modes while consistently incorporating laminate coupling effects associated with unsymmetric configurations. The formulation is applicable to open, closed, branched, and unbranched cross-sections commonly encountered in aerospace structures. Validation against ABAQUS V2017 shell finite element models demonstrates excellent agreement (with discrepancies generally below 6%) in predicting critical buckling loads and mode shapes for various geometries and boundary conditions. The results show that unsymmetric laminates can significantly influence buckling behavior, particularly in open sections and intermediate beam lengths where coupling effects become dominant. Compared with conventional finite element approaches, the proposed method achieves substantially lower computational cost (providing speed-up factors of 1.5 to 2.5) while preserving clear physical insight into interacting instability mechanisms. Overall, the developed framework provides an efficient and practically relevant tool for the analysis and design of advanced thin-walled composite structures with tailored unsymmetric laminates. Full article
(This article belongs to the Special Issue Composite Thin-Walled Structures: Stability and Damage)
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20 pages, 5286 KB  
Article
Numerical and Theoretical Investigation on the Dynamic Behavior of Steel-Concrete-Steel Composite Panels Under Low-Velocity Impact
by Jinwen Yao, Guoqing An, Qingsong Li, Jiapeng Zhu, Bangyu Yang and Mengyue Rong
Buildings 2026, 16(11), 2186; https://doi.org/10.3390/buildings16112186 - 29 May 2026
Viewed by 282
Abstract
Steel-concrete-steel composite (SCS) panels have been extensively utilized in structural engineering and are vulnerable to impact loading during their service life. Therefore, this work numerically and theoretically investigated the low-velocity impact performance of SCS panels. Firstly, based on the existing drop-hammer impact experiments, [...] Read more.
Steel-concrete-steel composite (SCS) panels have been extensively utilized in structural engineering and are vulnerable to impact loading during their service life. Therefore, this work numerically and theoretically investigated the low-velocity impact performance of SCS panels. Firstly, based on the existing drop-hammer impact experiments, three-dimensional finite element (FE) models incorporating material failure and strain-rate effect were constructed using ABAQUS and employed to predict the dynamic responses of SCS panels subjected to impact loading. After verifying the reliability of numerical models with test results, the impact-resistant mechanism of these members was analyzed. Then, a parameter analysis was carried out to systematically explore the influences of essential parameters on the impact responses of SCS panels. Results indicated the sandwiched concrete played a predominant role in absorbing impact energy. The proportion of plastic energy absorbed by the concrete reduced by approximately 11% with increasing impact height from 3.0 m to 4.5 m. The steel plate ratio had a marginal effect on the impact response under the constant panel thickness, while the variations in impact velocities, boundary conditions, and axial-load levels significantly affected it. As the axial load ratio reached 0.6, the instability occurred due to severe buckling of steel faceplates. Finally, an empirical formula for calculating the local bulging stiffness of bottom steel faceplate was proposed. The revised calculation method was able to accurately predict the post-peak mean force and the mid-span deflection of bottom steel faceplate. Full article
(This article belongs to the Section Building Structures)
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31 pages, 9064 KB  
Article
Mechanical Behavior and Parametric Analysis of Socket-Type Disc-Lock Full-Hall Scaffold System for Long-Span Transfer Beams in Metro Depot Over-Track Development
by Feng Duan, Ye Cui, Xiaohong Xue, Jian Wang, Wanliang Kang, Zhengye Huang, Yuan Mei and Xin Ke
Buildings 2026, 16(11), 2182; https://doi.org/10.3390/buildings16112182 - 29 May 2026
Viewed by 383
Abstract
Taking the over-track development project of a metro depot in Chongqing as the engineering background, this study investigates the socket-type disc-lock full-hall scaffold system beneath the long-span transfer beam of Tower 9. A finite element model was established using MIDAS Civil to analyze [...] Read more.
Taking the over-track development project of a metro depot in Chongqing as the engineering background, this study investigates the socket-type disc-lock full-hall scaffold system beneath the long-span transfer beam of Tower 9. A finite element model was established using MIDAS Civil to analyze the stress distribution and deformation characteristics of the scaffold system under construction loads, and the model was validated through field monitoring. On this basis, a parametric analysis was conducted to investigate the effects of erection height, step spacing of vertical standards, spacing between vertical standards, sweeping rod height, and joint stiffness on the overall stability of the scaffold system. A fitted analytical model for the buckling eigenvalue was further established. The results show that the scaffold system was mainly subjected to compression during construction. The measured maximum compressive stress of the vertical standards was 90.92 MPa, with an error of 12.50% compared with the finite element result of 80.82 MPa. The measured maximum tensile stress was 22.37 MPa, which was close to the calculated value of 21.96 MPa. The measured maximum average cumulative vertical displacement of the scaffold was 1.69 mm, which did not exceed the allowable deformation range during construction. The parametric analysis indicates that increases in erection height, step spacing of vertical standards, spacing between vertical standards, and sweeping rod height reduce the overall stability of the scaffold system, among which the step spacing of vertical standards has the most significant influence. In contrast, increasing joint stiffness is beneficial for enhancing the stability reserve. In this study, the overall stability of the scaffold system is characterized by the buckling eigenvalue obtained from linear eigenvalue buckling analysis. These findings can provide a reference for parameter selection, scheme comparison, and construction control of similar disc-lock high-formwork support systems for heavily loaded transfer beams. However, the conclusions of this study are mainly based on linear eigenvalue buckling analysis and single-factor parametric investigation, without further consideration of material nonlinearity and multi-parameter interaction effects. Full article
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23 pages, 5859 KB  
Article
Static and Dynamic Analysis of a Novel Quasi-Zero-Stiffness Vibration Isolator Based on Flexural–Torsional Buckling
by Shuquan Peng, Mingxi Li, Ling Fan and Jiehui Lu
Technologies 2026, 14(6), 330; https://doi.org/10.3390/technologies14060330 - 28 May 2026
Viewed by 475
Abstract
Quasi-zero stiffness (QZS) isolators provide excellent vibration isolation performance at low frequency. This paper presents an innovative flexural–torsional buckling QZS isolator, which depends on its linear negative stiffness to provide a more stable dynamic response than other QZS isolators. First, the force and [...] Read more.
Quasi-zero stiffness (QZS) isolators provide excellent vibration isolation performance at low frequency. This paper presents an innovative flexural–torsional buckling QZS isolator, which depends on its linear negative stiffness to provide a more stable dynamic response than other QZS isolators. First, the force and stiffness characteristics of the flexural–torsional buckling toggle under vertical load are simulated, and it is proposed that they can be fitted with a piecewise function and its derivative. Next, the cross-sectional dimensions, and height-to-span ratios are discussed to determine their contributions to the static characteristics. Then the dynamic model of the QZS isolator is established and analyzed by a harmonic balanced method and the solutions are validated by numerical analysis. Finally, the comparison with an ordinary QZS isolator shows that the advantages of the proposed isolator are the linear negative stiffness and a certain load-bearing capacity at equilibrium position rather than the zero capacity of common isolators. The static characteristics of the proposed QZS isolator indicate that the negative stiffness is significantly influenced by the cross-sectional width, with the slope k increasing by 8.6 times as the width increases from 1 cm to 1.5 cm. The proposed mechanism exhibits an approximately linear negative stiffness with a maximum static bearing capacity of about 1000 N at the equilibrium position, contrasting with the nonlinear, non-capable negative stiffness of the ordinary Euler buckled beam model. The dynamic characteristics demonstrate excellent performance, operating effectively with ultra-low transmissibility. This study provides an innovative negative stiffness mechanism and a corresponding isolator based on flexural–torsional buckling, offering a potential solution for a wide range of large-scale engineering vibration problems. Full article
(This article belongs to the Section Construction Technologies)
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38 pages, 4026 KB  
Article
Thermal Buckling Analysis of Bimodular Functionally Graded Rectangular Thin Plates
by Xiao-Ting He, Xiao-Wei Zhang, Jun-Yi Sun and Ying Guo
Mathematics 2026, 14(11), 1809; https://doi.org/10.3390/math14111809 - 23 May 2026
Viewed by 407
Abstract
This paper investigates the thermal buckling behavior of a four-edge simply supported bimodular functionally graded rectangular thin plate subjected to thermal loads. Unlike existing studies, this work introduces the bimodular effect into the thermal buckling analysis of functionally graded thin plates for the [...] Read more.
This paper investigates the thermal buckling behavior of a four-edge simply supported bimodular functionally graded rectangular thin plate subjected to thermal loads. Unlike existing studies, this work introduces the bimodular effect into the thermal buckling analysis of functionally graded thin plates for the first time, accounting for the influence of tension–compression modulus on the critical temperature difference. The problem is challenging due to the complexity of materials and the nonlinearity of structural thermal buckling. For the theoretical analysis, we propose a simplified mechanical model which contains the four important assumptions: there exists a neutral plane in bending; the influence of shear stresses may be neglected; the membrane effect and bending effect are considered separately; and there are two different buckling regimes: a compression-dominated pre-buckling state and a bending-dominated post-buckling state. Three types of thermal loading cases are considered, including uniform temperature rise, linear temperature gradient through the thickness, and nonlinear temperature distribution satisfying Fourier’s law of heat conduction. Within the framework of the simplified mechanical model, the pre-buckling membrane forces, equilibrium equations, and stability equations are derived, thus obtaining a closed-form analytical expression for the critical buckling temperature difference under three different temperature rise modes. The reliability of the present analytical model is validated through comparison with finite element results. Furthermore, a detailed parametric study is conducted to reveal the influences of aspect ratio, width-to-thickness ratio of plate, bimodular indices, and gradient parameters of materials on the critical temperature difference. The results provide a theoretical basis for the thermal stability design of bimodular functionally graded plates operating in high-temperature environments. Full article
(This article belongs to the Special Issue Computational Mechanics and Applied Mathematics, 2nd Edition)
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19 pages, 1402 KB  
Article
Buckling Analysis of Thin Isotropic Rectangular Plate with Large Displacement Subject to Biaxial In-Plane Forces
by Edward Ingio Adah, Hycienth Uka Edubi, Ambrosios-Antonios Savvides and Ahmed M. Ebid
Eng 2026, 7(6), 253; https://doi.org/10.3390/eng7060253 - 22 May 2026
Viewed by 521
Abstract
Thin rectangular plates, due to their small thickness relative to length and width and their high strength-to-weight ratio, are widely used in structural elements such as ship hulls, bridge decks, and aircraft wings. They are prone to nonlinear buckling under compressive forces, especially [...] Read more.
Thin rectangular plates, due to their small thickness relative to length and width and their high strength-to-weight ratio, are widely used in structural elements such as ship hulls, bridge decks, and aircraft wings. They are prone to nonlinear buckling under compressive forces, especially under biaxial in-plane compressive loading with large displacements, where linear theories often fail and membrane stresses complicate analysis. This study aimed to formulate a general mathematical equation for buckling analysis of thin rectangular isotropic plates with large displacements subject to biaxial in-plane forces using the Ritz potential energy functional method, and incorporates both geometric and material nonlinearities. Based on the formulated general equation, a specific equation for an all-round simply supported (SSSS) plate was developed using polynomial displacement shape function to determine the stiffness characteristics. Numerical values for critical buckling and post-buckling loads under biaxial compression for a square plate case were obtained. To validate these results, a comparison with values in the literature was made and the results show high consistency. The uniaxial buckling deviations ranged 0.047–0.10%, while undeformed biaxial buckling coefficients across varying aspect ratios and loading ratios (n = Ny/Nx) showed near-zero differences. From the two studies used for comparison, the maximum deviation is 24.42% and the minimum deviation is 1.12%. This indicates that the new model is adequate. Also, the adequacy of this new equation can be judged based on the simplicity of the formulation, and the closed agreement of the obtained numerical results with established results in the literature. This research enhances theoretical understanding of nonlinear buckling in thin plates and offers practical insights for improving structural reliability and efficiency in civil, mechanical, aerospace, and marine engineering. Therefore, the conclusion is that the model is suitable for buckling and post-buckling analysis of thin rectangular isotropic plates. Full article
(This article belongs to the Section Chemical, Civil and Environmental Engineering)
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17 pages, 2094 KB  
Article
Physics-Guided Graph Convolutional Network for Ship Structural Failure Mode Classification
by Shengpeng Li, Yi Xu, Hanxi Cao, Pengyu Wei, Ruonan Zhang and Zhikui Zhu
Mathematics 2026, 14(10), 1768; https://doi.org/10.3390/math14101768 - 21 May 2026
Viewed by 291
Abstract
Ship structural failure mode classification still relies heavily on subjective expert judgment, which is time-consuming and may introduce uncertainty in safety assessment. Although deep learning provides a promising avenue for automation, many existing learning approaches rely on 2D image representations and may therefore [...] Read more.
Ship structural failure mode classification still relies heavily on subjective expert judgment, which is time-consuming and may introduce uncertainty in safety assessment. Although deep learning provides a promising avenue for automation, many existing learning approaches rely on 2D image representations and may therefore suffer from geometric occlusion and information loss when projecting complex 3D stiffened structures. To address these challenges, we propose a Physics-Guided Graph Convolutional Network (PGGCN) for failure mode classification. Specifically, our method models finite-element (FE) meshes directly as graphs, preserving the holistic topology and displacement-field fidelity without viewpoint dependency. We further incorporate domain knowledge through a hybrid strategy: a Deep Graph Convolutional Network (DeepGCN) first detects local component buckling states such as plate or web buckling, and a logic matrix derived from classical failure definitions subsequently determines panel-level failure modes. To enable systematic evaluation, we construct a dataset spanning diverse stiffened-panel geometries via Latin Hypercube Sampling. Progressive analysis states from each loading case are organized into task-specific graph samples for supervised learning. Experiments on the test set achieve accuracies of 95.48% and 91.42% for plate- and web-buckling classification, respectively, and 89.56% for panel-level failure mode discrimination. These results demonstrate that the proposed method provides an interpretable framework for automated failure mode classification from FE meshes in ship stiffened panels. Full article
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23 pages, 8253 KB  
Article
Mechanical Performance of Novel 3D-Printed Symmetric Corrugated Hierarchical Honeycombs
by Derui Zhang, Junpeng Ma, Long Liu, Yan Zhu, Anfu Guo, Peng Qu, Shuai Guo, Zengrui Song, Yaqin Song and Shaoqing Wang
Polymers 2026, 18(10), 1233; https://doi.org/10.3390/polym18101233 - 18 May 2026
Viewed by 506
Abstract
Symmetric corrugated hierarchical honeycombs (SCHHs) are critical lightweight load-bearing structures, featuring distinctive topological architectures and excellent mechanical performance. However, they are prone to local buckling under out-of-plane compression and shear loading, which degrades their overall load-bearing capacity. To address this limitation, this work [...] Read more.
Symmetric corrugated hierarchical honeycombs (SCHHs) are critical lightweight load-bearing structures, featuring distinctive topological architectures and excellent mechanical performance. However, they are prone to local buckling under out-of-plane compression and shear loading, which degrades their overall load-bearing capacity. To address this limitation, this work proposes an innovative dual-optimization strategy integrating cylindrical support structure introduction and nano-silica (SiO2) matrix modification to synergistically enhance the compressive and tribological properties of SCHHs. 3D-printed SCHHs and their reinforced variant (SCHH-AC) with embedded cylindrical supports were fabricated, and the effects of nano-SiO2 modification (0–9 wt.%) on the compressive performance and tribological behavior of the photopolymer resin matrix were systematically investigated. Experimental results demonstrate that the SCHH-AC-7% SiO2 configuration achieves optimal compressive performance. A critical SiO2 concentration threshold was identified: agglomeration at 9 wt.% induces severe mechanical degradation. Tribological tests confirm that SiO2 incorporation effectively reduces the resin matrix’s friction coefficient and wear rate, with the 7 wt.% concentration yielding the lowest wear rate. Additionally, geometric parametric analysis reveals that increasing the corrugation period number and amplitude further enhances SCHH’s compressive strength and energy absorption. This study establishes a theoretical and experimental foundation for the structural design and material modification of lightweight honeycombs, advancing their practical application in high-performance engineering fields demanding lightweight load-bearing and wear resistance. Full article
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26 pages, 10834 KB  
Article
Study on Ultimate Load-Bearing Capacity and Failure Path of a Road-Rail Combined Steel Truss Bridge
by Lingbo Wang, Yifan Li, Rongjie Xi, Wei Hou and Ke Wu
Appl. Sci. 2026, 16(10), 4989; https://doi.org/10.3390/app16104989 - 16 May 2026
Viewed by 287
Abstract
Road-railway combined steel truss bridges are increasingly adopted in urban infrastructure due to their structural efficiency and versatility. This study proposes a three-level multi-scale finite element framework to investigate the safety reserve and progressive failure mechanism of a four-span (80 + 120 + [...] Read more.
Road-railway combined steel truss bridges are increasingly adopted in urban infrastructure due to their structural efficiency and versatility. This study proposes a three-level multi-scale finite element framework to investigate the safety reserve and progressive failure mechanism of a four-span (80 + 120 + 120 + 80 m) continuous steel truss bridge carrying both highway and railway traffic. At the macro level, a beam element model was established in Midas/Civil to determine the most unfavorable loading configurations, yielding a minimum buckling load factor of 31.0 under dead load and a maximum vertical displacement of 175 mm at mid-span under combined traffic loading. At the meso level, a mixed beam–shell element model incorporating geometric and material nonlinearities was developed in ABAQUS, revealing an ultimate load factor of 6.61 with distinct progressive failure characteristics: initial yielding occurs near the intermediate pier supports, where deformation is constrained, while final instability develops at Joint A17 due to its lower relative stiffness. At the micro level, a refined solid-shell submodel of the critical joint, driven by displacement boundary conditions extracted from the global model, was constructed to capture the local failure mechanism. The results demonstrate that the governing failure mode is shear buckling of the gusset plate, induced by a vertical displacement differential of approximately 30 mm between the web members on opposite sides of the joint arising from differential stiffness. The stress analysis further reveals pronounced stress concentrations in the splice plates adjacent to the more flexible web member, confirming the asymmetric load distribution mechanism. Based on these findings, strengthening measures including increased gusset plate thickness at pier-top joints, optimized chord sections, and the use of higher-strength steel in critical regions are recommended. Full article
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