Mechanics of Materials最新文献

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A Physics-Informed Neural Network model for combined high and low cycle fatigue life prediction 高、低周疲劳寿命联合预测的物理信息神经网络模型
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-07-09 DOI: 10.1016/j.mechmat.2025.105429
Haohao Liu , Xin Ding , Jinhui Liu , Yanlei Zhang , Bin Zhang , Erlei Li , Zixu Guo
{"title":"A Physics-Informed Neural Network model for combined high and low cycle fatigue life prediction","authors":"Haohao Liu ,&nbsp;Xin Ding ,&nbsp;Jinhui Liu ,&nbsp;Yanlei Zhang ,&nbsp;Bin Zhang ,&nbsp;Erlei Li ,&nbsp;Zixu Guo","doi":"10.1016/j.mechmat.2025.105429","DOIUrl":"10.1016/j.mechmat.2025.105429","url":null,"abstract":"<div><div>Turbine blades in aeroengines operate under combined high and low cycle fatigue (CCF) loads. Such a complex loading type makes it challenging to accurately assess CCF life. In response, we introduce an innovative framework that integrates physical models with neural networks (NN), known as a Physics-Informed Neural Network (PINN), to boost the accuracy of CCF life prediction. Life data from 11 types of alloys and full-scale turbine blades, with a sample size of 99, are utilized to train and validate the PINN-based model. The results show that, compared to conventional physics-informed models, the PINN provides significantly higher accuracy in predicting CCF life. Based on a substantial amount of experimental data, all PINN predictions fall within 3 times the dispersion bands, whereas the predictions from conventional physical models fall out of 10 times the dispersion bands. We also thoroughly investigate the key factors influencing the prediction accuracy of the PINN model, including the types of physical models and the machine learning algorithms employed. The present study provides a precise and efficient tool for predicting the CCF life of turbine blades.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"209 ","pages":"Article 105429"},"PeriodicalIF":3.4,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144623496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Revealing the role of Al4C3 in the mechanical behavior of aluminum/graphene composites through machine learning potential-driven atomistic simulations 通过机器学习电位驱动的原子模拟揭示Al4C3在铝/石墨烯复合材料力学行为中的作用
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-07-08 DOI: 10.1016/j.mechmat.2025.105428
Yong-Chao Wu , Xiaoya Chang , Zhi Gen Yu , Yong-Wei Zhang , Jian-Li Shao
{"title":"Revealing the role of Al4C3 in the mechanical behavior of aluminum/graphene composites through machine learning potential-driven atomistic simulations","authors":"Yong-Chao Wu ,&nbsp;Xiaoya Chang ,&nbsp;Zhi Gen Yu ,&nbsp;Yong-Wei Zhang ,&nbsp;Jian-Li Shao","doi":"10.1016/j.mechmat.2025.105428","DOIUrl":"10.1016/j.mechmat.2025.105428","url":null,"abstract":"<div><div>The mechanical behavior of graphene-reinforced aluminum (Al/G) composites is strongly governed by interfacial characteristics, particularly the formation of the Al<sub>4</sub>C<sub>3</sub> phase. In this study, a neuroevolution potential (NEP) model was developed to accurately capture the static and dynamic behaviors of Al/G/Al<sub>4</sub>C<sub>3</sub> composites, showing excellent agreement with both first-principles calculations and experimental data. Molecular dynamics simulations based on the NEP model reveal that the presence of Al<sub>4</sub>C<sub>3</sub> significantly enhances the tensile strength while retaining high ductility under both parallel and perpendicular loading conditions, as well as across various crystallographic orientations at the Al/Al<sub>4</sub>C<sub>3</sub> interface. This enhancement is primarily attributed to the formation of strong covalent bonds at the interface, which substantially improve interfacial strength, as confirmed by both tensile and shear loading analyses. Furthermore, the ultimate tensile strength and Young's modulus of the composites are well predicted by the classical rule of mixtures, with load transfer identified as the dominant strengthening mechanism. These findings offer valuable insights into the reinforcing role of the Al<sub>4</sub>C<sub>3</sub> phase in carbon-reinforced aluminum composites.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"209 ","pages":"Article 105428"},"PeriodicalIF":3.4,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144587640","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spontaneous bi-stability of liquid crystalline solid beams and state transitions via snap-through buckling 自发双稳定性的液晶固体光束和状态转变通过卡扣通过屈曲
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-07-07 DOI: 10.1016/j.mechmat.2025.105426
Yiwei Xu , Chengzhi Yu
{"title":"Spontaneous bi-stability of liquid crystalline solid beams and state transitions via snap-through buckling","authors":"Yiwei Xu ,&nbsp;Chengzhi Yu","doi":"10.1016/j.mechmat.2025.105426","DOIUrl":"10.1016/j.mechmat.2025.105426","url":null,"abstract":"<div><div>Liquid crystalline (LC) solids, as a type of soft active material, are capable of undergoing reversible spontaneous deformation in response to various external stimuli. This paper investigates the spontaneous bending of LC solid beams and the bistability of this phenomenon from a mechanics perspective, with general applicability to various external stimuli modeled as equivalent spontaneous strains. The spontaneous strain in the LC solid beam typically involves both axial normal strain and transverse shear strain. Therefore, we incorporate von Kármán geometric nonlinearity into an LC solid beam model that includes the effects of the spontaneous transverse shear strain to derive the governing equation and relevant bending solution. The results demonstrate that the bistability arises from the compressive axial force within the beam, which is generated by the constraint on its spontaneous elongation. When the beam exhibits bistability, the two stable bending states are oppositely directed, and the transitions between them can be achieved by applying a reversed transverse mechanical load that causes snap-through buckling. Furthermore, the critical conditions for the beam to exhibit the spontaneous bistability and to undergo the mechanical snap-through buckling are obtained through several distinct approaches. Our results are expected to offer valuable insights and theoretical guidance for the application of LC solids and a broad class of materials exhibiting similar spontaneous stain responses in sensing, actuation, and energy absorption in scenarios involving diverse external stimuli.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"209 ","pages":"Article 105426"},"PeriodicalIF":3.4,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144623497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diffusion-assisted shrinkage of a spherical void 球形空洞的扩散辅助收缩
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-07-06 DOI: 10.1016/j.mechmat.2025.105425
Fuqian Yang
{"title":"Diffusion-assisted shrinkage of a spherical void","authors":"Fuqian Yang","doi":"10.1016/j.mechmat.2025.105425","DOIUrl":"10.1016/j.mechmat.2025.105425","url":null,"abstract":"<div><div>Vacancy diffusion plays an important role in the homogenization of microstructures and the “healing” of structural flaws in crystalline materials. In this work, we establish an analytical model taking into account the coupling between stress and diffusion for the void evolution in pure element materials if there is a difference between the partial molar volume of atoms and the corresponding one of vacancies. Provided that there is no difference between the partial molar volume of atoms and the corresponding one of vacancies, we use the model to analyze the shrinking of a spherical void in a spherical shell. Differential equations for the temporal evolution of the void are derived for two cases of constant surface loading and stress relaxation without surface loading. Numerical results illustrate that, under constant surface loading, the larger the spherical void with the same shell volume, the larger the “healing” time; the larger the shell volume with the same void size, the larger the “healing” time. Increasing the magnitude of hydrostatic pressure reduces the “healing” time of spherical voids. Without external loading, the smaller the spherical void, the faster the stress relaxation during the shrinking of the spherical void.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"209 ","pages":"Article 105425"},"PeriodicalIF":3.4,"publicationDate":"2025-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144580567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The reliability of elastic electrode/graded thermoelectric substrate systems with the adhesive interlayer 带粘结层的弹性电极/梯度热电基板系统的可靠性
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-07-05 DOI: 10.1016/j.mechmat.2025.105424
Xiaojuan Tian , Yueting Zhou , Chuanzeng Zhang
{"title":"The reliability of elastic electrode/graded thermoelectric substrate systems with the adhesive interlayer","authors":"Xiaojuan Tian ,&nbsp;Yueting Zhou ,&nbsp;Chuanzeng Zhang","doi":"10.1016/j.mechmat.2025.105424","DOIUrl":"10.1016/j.mechmat.2025.105424","url":null,"abstract":"<div><div>The durability of thermoelectric (TE) devices is significantly influenced by the interfacial reliability. A model for analyzing interfacial stress in an elastic electrode bonded to a finite-thickness functionally graded TE substrate through an adhesive interlayer is proposed, in which the electric conductivity, the thermal conductivity, the coefficient of thermal expansion, and the shear modulus of the TE substrate vary exponentially in the thickness direction. The equilibrium equation and the Fourier transformation are used to obtain the governing integro-differential equation, which is then solved using the collocation method. The model investigates the impact of material inhomogeneity, geometrical parameters, and TE loads on the interfacial shear stress, the interfacial axial stress in the electrode, and the stress intensity factors. It is found that a reduction in electric conductivity and an increase in the coefficient of thermal expansion along the thickness direction result in a notable decrease in stress singularities at the electrode ends. Furthermore, it has been discovered that the adhesive interlayer with a smaller modulus can reduce interfacial stresses, which is consistent with the findings of previous experimental studies. All the results are expected to prove invaluable in the design of elastic electrode/graded TE substrate systems in real-world applications.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"209 ","pages":"Article 105424"},"PeriodicalIF":3.4,"publicationDate":"2025-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144587641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A semi-analytical approach to mode-I stress intensity factor and fracture energy of a circular crack in a poroviscoelastic medium 孔粘弹性介质中圆裂纹i型应力强度因子和断裂能的半解析方法
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-06-29 DOI: 10.1016/j.mechmat.2025.105422
Yu-Yun Lin
{"title":"A semi-analytical approach to mode-I stress intensity factor and fracture energy of a circular crack in a poroviscoelastic medium","authors":"Yu-Yun Lin","doi":"10.1016/j.mechmat.2025.105422","DOIUrl":"10.1016/j.mechmat.2025.105422","url":null,"abstract":"<div><div>This paper presents a semi-analytical method to evaluate the mode-I stress intensity factor and fracture energy for a circular crack in a poroviscoelastic medium under axisymmetric strain conditions. The analysis employs the Laplace-Hankel transform technique and displacement functions to address the coupling of viscoelasticity and fluid drainage. A closed-form expression for the stress intensity factor is derived in the Laplace domain and numerically inverted to the time domain. The method is applied to both impermeable and permeable cracks under constant remote stress, and the instantaneous fracture energy is determined from the stress intensity factor. To validate the semi-analytical findings, a finite element model incorporating cohesive zone elements is developed, and the J-integral is used to compute the instantaneous fracture energy. Results indicate that fluid drainage leads to time-dependent increases in the stress intensity factor and fracture energy, influenced by changes in the effective Poisson's ratio and medium thickness. For materials with viscoelastic relaxation times much longer than drainage times, the stress intensity factor stabilizes after drainage, while fracture energy continues to evolve. This framework provides significant insights into the time-dependent fracture behavior of circular cracks in poroviscoelastic media, incorporating the effects of finite thickness.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"208 ","pages":"Article 105422"},"PeriodicalIF":3.4,"publicationDate":"2025-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144517812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Attention-enhanced deep learning for stress-strain response prediction and inverse design of random porous materials 基于注意力增强深度学习的随机多孔材料应力应变响应预测与反设计
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-06-28 DOI: 10.1016/j.mechmat.2025.105418
Xianrui Lyu, Xiaodan Ren
{"title":"Attention-enhanced deep learning for stress-strain response prediction and inverse design of random porous materials","authors":"Xianrui Lyu,&nbsp;Xiaodan Ren","doi":"10.1016/j.mechmat.2025.105418","DOIUrl":"10.1016/j.mechmat.2025.105418","url":null,"abstract":"<div><div>The mutual mapping between microstructures and material properties is fundamental to material design. To enable the inverse design of random porous materials with targeted stress-strain responses, this study introduces a latent space-driven, attention-enhanced deep learning framework. Nearly 20,000 random porous materials were generated through level-cut of Gaussian random fields, and their elastoplastic responses were simulated via finite element analysis. To reduce computational cost, the microstructure was projected into latent low-dimensional representational space using a variational autoencoder (VAE). Furthermore, based on the connotation of time consistency, the task of predicting stress-strain responses was reformulated as a temporal prediction problem, which was then addressed using a sequence transformer model based on the attention mechanism. Finally, a VAE2SeqT model was developed to map microstructure data to sequence-based representations. Additionally, an adaptive weight differential-enhanced loss function was proposed to capture the time-dependent nature of stress-strain curves. In the reverse process, a multi-objective optimization algorithm based on NSGA-III explores the Pareto optimal solutions closest to the target in the latent search domain, which are then mapped back to the original pixel space. The results demonstrate that latent space-driven deep learning frameworks perform well in both forward prediction and inverse design, offering promising pathways for the targeted design of complex materials in different fields.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"208 ","pages":"Article 105418"},"PeriodicalIF":3.4,"publicationDate":"2025-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144535600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of grain structure inhomogeneity on dynamic deformation mechanisms and spallation of medium entropy alloy CoCrNi under ramp wave loading 斜波加载下晶粒组织不均匀性对中熵合金CoCrNi动态变形机制和裂裂的影响
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-06-24 DOI: 10.1016/j.mechmat.2025.105416
Liyi Zhu, Xiaoqing Zhang, Kai Wang, Shuang Qin, Zhuocheng Xie, Xiaohu Yao
{"title":"Effects of grain structure inhomogeneity on dynamic deformation mechanisms and spallation of medium entropy alloy CoCrNi under ramp wave loading","authors":"Liyi Zhu,&nbsp;Xiaoqing Zhang,&nbsp;Kai Wang,&nbsp;Shuang Qin,&nbsp;Zhuocheng Xie,&nbsp;Xiaohu Yao","doi":"10.1016/j.mechmat.2025.105416","DOIUrl":"10.1016/j.mechmat.2025.105416","url":null,"abstract":"<div><div>By leveraging large-scale molecular dynamics simulations, the effects of grain structure inhomogeneity on the ramp wave response and spall failure behavior of CoCrNi medium entropy alloy are thoroughly investigated, with loading velocities varying between 800 m/s and 1400 m/s. In the uniform nanocrystalline (UNC) models with homogeneous grain size distribution, the Hugoniot elastic limit (HEL) initially increases as the grain size grows from 3 nm to 9 nm but decreases as the grain size further increases to 12 nm. This behavior suggests a transition in the dominant deformation mechanism from intergranular grain boundary (GB) deformation to intragranular activities. For comparison, gradient nanocrystalline (GNC) models, featuring a linear grain size variation along the loading direction from 3 nm to 12 nm, and the heterogeneous nanocrystalline (HNC) models, exhibiting an abrupt grain size change from 3 nm to 12 nm, are also examined. Both GNC and HNC models exhibit a combination of intragranular defect multiplications (involving dislocation slip, stacking fault (SF), and twin boundary (TB) expansion) and intergranular GB movement during the plastic deformation, resulting in shear strain homogenization, especially at the GBs. Consequently, the pronounced strain delocalization caused by grain structure inhomogeneity promotes cooperative deformation between GBs and grain interiors, effectively hindering void nucleation and expansion. This leads to enhanced spall strength in both the GNC and HNC models. This study provides a strategy of grain structure engineering for designing polycrystalline MEA under dynamic loading conditions.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"208 ","pages":"Article 105416"},"PeriodicalIF":3.4,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144502581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A gradient plasticity model for porous metals with random spheroidal voids: Theory and applications 具有随机球体孔洞的多孔金属的梯度塑性模型:理论与应用
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-06-24 DOI: 10.1016/j.mechmat.2025.105413
S. Xenos , K. Danas , N. Aravas
{"title":"A gradient plasticity model for porous metals with random spheroidal voids: Theory and applications","authors":"S. Xenos ,&nbsp;K. Danas ,&nbsp;N. Aravas","doi":"10.1016/j.mechmat.2025.105413","DOIUrl":"10.1016/j.mechmat.2025.105413","url":null,"abstract":"<div><div>This work deals with the development of a rate-independent, implicit gradient plasticity model for porous metallic materials comprising microstructures with an isotropic distribution of randomly oriented spheroidal voids. We take into account void shape effects via a single constant, the void aspect ratio, which can be used as a calibration parameter for the model. The non-local formulation introduces a characteristic material length, which serves as a regularization parameter and can be estimated by association to a microstructural dimension of the material at hand. The mathematical character of the resulting non-local problem and the conditions for loss of ellipticity are carefully examined. We show, both analytically and numerically, that the proposed model retains the elliptic properties of the governing equations and can provide mesh-independent numerical solutions in the post-bifurcation (softening) regime. This analysis also indicates that the critical localization strain is an increasing function of the void shape. Implementation of the model in the finite element software ABAQUS allows to investigate the effects of the various parameters through the numerical simulation of industrially relevant problems such as the cup-and-cone fracture of cylindrical bars and the Charpy V-notch test. By revisiting the first Sandia Fracture Challenge, we showcase the capability of the model to sufficiently reproduce real-world experimental results while maintaining a manageable number of calibrated parameters.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"208 ","pages":"Article 105413"},"PeriodicalIF":3.4,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144502582","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and optimization of high-performance 3D Euplectella aspergillum-like truss lattices insensitive to brittle material properties 对脆性材料性能不敏感的高性能三维曲霉样欧普莱克菌桁架结构的设计与优化
IF 3.4 3区 材料科学
Mechanics of Materials Pub Date : 2025-06-24 DOI: 10.1016/j.mechmat.2025.105420
Yuna Sang , Yichen Zhou , Yushun Zhao , Chao Sui , Jingxuan Zhang , Chao Wang
{"title":"Design and optimization of high-performance 3D Euplectella aspergillum-like truss lattices insensitive to brittle material properties","authors":"Yuna Sang ,&nbsp;Yichen Zhou ,&nbsp;Yushun Zhao ,&nbsp;Chao Sui ,&nbsp;Jingxuan Zhang ,&nbsp;Chao Wang","doi":"10.1016/j.mechmat.2025.105420","DOIUrl":"10.1016/j.mechmat.2025.105420","url":null,"abstract":"<div><div>Lattice structures have emerged as a class of lightweight metamaterials with exceptional properties, however, low structural efficiency creates a dilemma to achieve simultaneously lightweight and strong. Here, we innovatively propose a novel truss lattice inspired by glass sponge. The optimal topology of ceramic lattice is proven to be insensitive to material parameters, via theoretical predictions and multi-objective optimization. Following the designed topology, ceramic lattices are fabricated via a digital light processing (DLP) system and uniaxial compression tests prove that lattice concurrently possesses high specific strength and superior energy absorption at low weight, surpassing the majority of macroscopic ceramic lattices. These excellent performance stems from the optimized topological design, which enhances buckling resistance. The ingenious design leads to reasonable compromise and provides a balance between mechanical properties. Our study demonstrates a feasible route to design geometries with programmable properties.</div></div>","PeriodicalId":18296,"journal":{"name":"Mechanics of Materials","volume":"208 ","pages":"Article 105420"},"PeriodicalIF":3.4,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144517712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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