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Numerical Analysis of the Structural Resistance and Stability of Masonry Walls with an AAC Thermal Break Layer

: Since energy efﬁciency has become the main priority in the design of buildings, load-bearing walls in modern masonry constructions nowadays include thermal break elements at the ﬂoor–wall junction to mitigate thermal bridges. The structural stability of these bearing walls is consequently affected. In the present paper, a numerical study of the resistance and stability of such composite masonry walls, including AAC thermal break layers, is presented. A ﬁnite element mesoscopic model is successfully calibrated with respect to recent experimental results at small and medium scale, in terms of resistance and stiffness under vertical load with or without eccentricity. The model is then used to extend the numerical models to larger-scale masonry walls made of composite masonry, with the aim of investigating the consequences of thermal elements on global resistance and stability. The results conﬁrm that the resistance of composite walls is governed by the masonry layer with the lowest resistance value, except for walls with very large slenderness and loaded eccentrically: composite walls with low slenderness or loaded by a vertical load with limited eccentricities are failing due to the crushing of the AAC layer, while the walls characterized by large slenderness ratios and loaded eccentrically tend to experience buckling failure in the main clay masonry layer.


Introduction
The latest environmental concerns lead to significant changes in the construction of buildings, particularly for residential projects. Energy efficiency is now one of the main priorities in the conceptual design of a building. In order to improve the thermal performance of buildings, the heat losses are minimized through the integration of insulating layers. However, these materials affect the building structure as they may introduce mechanical discontinuities. In the particular case of masonry construction, the traditional monolithic wall has been replaced by a cavity wall consisting of several leaves (Figure 1a). In addition, more recently, thermal break elements have been introduced in, for instance, the inner leaf of such a cavity wall in order to eliminate thermal bridges and reduce the heat loss at several places around the buildings, particularly at the wall-floor junction, as shown in Figure 1b. In such a composite masonry wall, Aerated Autoclaved Concrete units (AAC), one of the most common thermal elements designed to replace the first layer of a load-bearing wall, are used in our study. AAC is a light building material made from lime, cement and sand [1][2][3] and is characterized by a low compressive strength up to 4.5 MPa [4].  [5]; (b) masonry wall composed with a thermal break layer at the bottom, reprinted from XELLA (2016) [6].
Only a few studies have investigated the structural behavior of such composite masonry walls [7][8][9][10]. An experimental campaign by the authors [11] encompassed tests on small and medium-scale homogeneous and composite walls in order to understand their behavior and investigate the influence of the interaction between thermal and masonry elements on the local resistance. Results pointed out that the failure of composite specimens is always governed by the failure of the AAC material, which thus represents the weakest material. However, for larger composite walls, where buckling failure becomes more critical, there is a complete lack of experimental or numerical studies on how the presence of an AAC layer at the bottom would alter the boundary conditions and stiffness of the wall and consequently influence the buckling behavior. The available research results are essentially concerning the bearing resistance and stability of classical homogeneous masonry walls, i.e., built from one material [12][13][14][15][16][17][18][19][20]. The analytical solutions with regard to the stability of masonry walls and columns have been firstly investigated by Chapman and Slatford [21], Yokel [22], and Frish-Fay [23] based on equations for members under lateral deflection developed by Royen [24] and Angervo [25], assuming the members to behave linearly up to the failure, where tensile strength is not taken into account. Other studies [26][27][28][29][30][31][32][33][34] have improved the simulation of masonry behavior under critical load by including the material non-linearity, where it has been shown to better estimate the ultimate resistance and failure mechanism. Nonetheless, no literature is available on numerical studies concerning the behavior of large composite masonry walls.
In such a context, an extensive numerical study is conducted in this paper to explore the behavior of full-scale composite masonry walls incorporating a bottom layer consisting of AAC materials. The experimental tests on small-scale homogeneous and composite specimens, reported by the authors in [11] and summarized in Section 2.2, are used to calibrate the mechanical properties as performed in Section 3.1. Then, in Section 3.2, other selected tests from Sandoval et al. [18,19], on a different scale of homogeneous walls, are used to validate numerical models capable of capturing the stability behavior. The latter simulations are extended to composite wall models using the calibrated material input and combining other parameters (i.e., boundary conditions, stiffness). The numerical results in terms of average stress-lateral deformation curves and strain contour plots are used in Section 4 to assess the influence of thermal elements in combination with the other parameters on the stability and resistance of masonry walls at a global level. The finite element simulations are conducted using a mesoscopic approach using DIANA FEA [35], as described in Section 2.  [5]; (b) masonry wall composed with a thermal break layer at the bottom, reprinted from XELLA (2016) [6].
Only a few studies have investigated the structural behavior of such composite masonry walls [7][8][9][10]. An experimental campaign by the authors [11] encompassed tests on small and medium-scale homogeneous and composite walls in order to understand their behavior and investigate the influence of the interaction between thermal and masonry elements on the local resistance. Results pointed out that the failure of composite specimens is always governed by the failure of the AAC material, which thus represents the weakest material. However, for larger composite walls, where buckling failure becomes more critical, there is a complete lack of experimental or numerical studies on how the presence of an AAC layer at the bottom would alter the boundary conditions and stiffness of the wall and consequently influence the buckling behavior. The available research results are essentially concerning the bearing resistance and stability of classical homogeneous masonry walls, i.e., built from one material [12][13][14][15][16][17][18][19][20]. The analytical solutions with regard to the stability of masonry walls and columns have been firstly investigated by Chapman and Slatford [21], Yokel [22], and Frish-Fay [23] based on equations for members under lateral deflection developed by Royen [24] and Angervo [25], assuming the members to behave linearly up to the failure, where tensile strength is not taken into account. Other studies [26][27][28][29][30][31][32][33][34] have improved the simulation of masonry behavior under critical load by including the material non-linearity, where it has been shown to better estimate the ultimate resistance and failure mechanism. Nonetheless, no literature is available on numerical studies concerning the behavior of large composite masonry walls.
In such a context, an extensive numerical study is conducted in this paper to explore the behavior of full-scale composite masonry walls incorporating a bottom layer consisting of AAC materials. The experimental tests on small-scale homogeneous and composite specimens, reported by the authors in [11] and summarized in Section 2.2, are used to calibrate the mechanical properties as performed in Section 3.1. Then, in Section 3.2, other selected tests from Sandoval et al. [18,19], on a different scale of homogeneous walls, are used to validate numerical models capable of capturing the stability behavior. The latter simulations are extended to composite wall models using the calibrated material input and combining other parameters (i.e., boundary conditions, stiffness). The numerical results in terms of average stress-lateral deformation curves and strain contour plots are used in Section 4 to assess the influence of thermal elements in combination with the other parameters on the stability and resistance of masonry walls at a global level. The finite element simulations are conducted using a mesoscopic approach using DIANA FEA [35], as described in Section 2.

Materials and Methods
Four stages of numerical simulations are carried out in this study, which is summarized in Table 1. The first two stages are only considering the strength (or resistance) behavior, whereas the latter two stages are also considering instability (buckling) behavior. In the first stage, using a selection of experimentally tested homogeneous and composite wallets, as reported by the authors in [11] and summarized below, the constitutive model parameters are calibrated for centric (axial) loading conditions. In a second stage, these models are used in a validation study in which eccentric loading conditions are now considered, again using the aforementioned experiments. Then, in a third modeling stage, model validation is performed using the larger-scale eccentrically loaded wall tests executed by Sandoval et al. [18,19] in order to establish validated reference models capable of capturing the buckling behavior for multiple wall slendernesses. Finally, a parametric study is performed as a fourth modeling stage. It incorporates a set of medium and large-scale composite wall models with slenderness ratios ranging between 5 and 25, in combination with other parameters, i.e., load eccentricity, masonry stiffness, and boundary conditions. The latter models are built using, on the one hand, the calibrated material parameters obtained in the first two stages, and, on the other hand, the adapted numerical approach by means of loading conditions, analysis type, boundary conditions, and interface material model using the validated Sandoval models in the third stage. The geometry of the simulated wallets and walls is represented in the height-thicknessplane, assuming the wall to behave uniformly on their length, in view of applying a physical eccentricity using a 2D "slice" model. This approach has been successfully used by other authors, such as Sandoval et al. [18,19], to capture the compressive strength reduction due to eccentricity. In the experimental campaign on wallets, as reported by the authors in [11], both homogeneous AAC and composite AAC-clay specimens were tested under centric (e = 0) and eccentric compression (e = t/3 and e = t/6 with t the thickness of the wallet and e the distance between the applied load and the centerline of the wall). An overview of the tested specimens is presented in Table 2. Composite AAC-clay wallets with thin mortar layer under eccentricity e = t/3 The corresponding model configuration as used in Section 3.1 is presented in Figure  2. As can be seen from the figure, the bottom nodes of the wallets are restrained in both horizontal and vertical directions, and the top nodes are only restrained in the horizontal direction. The vertical compressive loads are applied under displacement control at a rate of 0.1 mm per increment. For the finite element masonry models in this paper, a mesoscopic approach [36] is used, in which the masonry units are simulated using 16 × 16 2D plane stress isoperimetric continuum elements and mortar joints are modeled by zero-thickness interface elements. The material models of the units and joints are described in Section 2.2. The eccentricity of the reaction is controlled according to the real experiments by including a rigid plate at the bottom of the wall, with an adjustable width based on the amplitude of the desired eccentricity (see Figure 2b).  Homogeneous AAC wallets with thin mortar layer under eccentricity e = t/3 Composite AAC-clay wallets with thin mortar layer under eccentricity e = t/6 W-CCTLM-et/6 t/6 Composite AAC-clay wallets with thin mortar layer under eccentricity e = t/3 The corresponding model configuration as used in Section 3.1 is presented in Figure  2. As can be seen from the figure, the bottom nodes of the wallets are restrained in both horizontal and vertical directions, and the top nodes are only restrained in the horizontal direction. The vertical compressive loads are applied under displacement control at a rate of 0.1 mm per increment. For the finite element masonry models in this paper, a mesoscopic approach [36] is used, in which the masonry units are simulated using 16 × 16 2D plane stress isoperimetric continuum elements and mortar joints are modeled by zerothickness interface elements. The material models of the units and joints are described in Section 2.2. The eccentricity of the reaction is controlled according to the real experiments by including a rigid plate at the bottom of the wall, with an adjustable width based on the amplitude of the desired eccentricity (see Figure 2b).  Sandoval and coworkers have conducted experimental tests and numerical simulations for a set of homogeneous clay walls under critical compressive loads in combination with different slenderness ratios and axial load eccentricities [18]. The walls were supported between two hinges at the top and the bottom, where they were placed in such a Sandoval and coworkers have conducted experimental tests and numerical simulations for a set of homogeneous clay walls under critical compressive loads in combination with different slenderness ratios and axial load eccentricities [18]. The walls were supported between two hinges at the top and the bottom, where they were placed in such a way that an eccentricity of the same magnitude was imposed at both ends of the wall. The walls had a variable height h whereas their lengths L = 300 mm and thickness t = 36 mm. The modeling strategy used in Section 3.2 (i.e., material input, boundary conditions, analysis approach, mesh size) is similar to one of the numerical simulations performed by Sandoval [18]. The respective eccentricities and slendernesses of the benchmark models are presented in Table 3. The boundary conditions are simulated with a rigid triangle in which the end vertex varies to allow for different load eccentricities. The geometric non-linear behavior is taken into account to capture the stability behavior (using a total Lagrange definition of the strains). The non-linear material behavior of the masonry is, in this case, lumped into the bed mortar joints (see also Section 2.2), as failure usually occurs there for the current loading conditions, i.e., joint opening at the mid-height of the wall.

Material Models
The material model used to simulate the behavior of the masonry units is based on the total strain crack model proposed by Vecchio and Collins [37]. It has been used successfully by several authors [28,38,39] to describe the compressive and tensile behavior of the units, with stress-strain laws proposed for uniaxial compression and tension as presented in Figure 3. The compressive behavior of the units is represented by an equivalent parabolic stress-strain curve ( Figure 3a) and the post-peak tensile behavior by an equivalent exponential stress-strain curve [4,30,32] (Figure 3b). This indicates that the model is essentially governed by crushing or cracking of the material. way that an eccentricity of the same magnitude was imposed at both ends of the wall. The walls had a variable height h whereas their lengths L = 300 mm and thickness t = 36 mm. The modeling strategy used in Section 3.2 (i.e., material input, boundary conditions, analysis approach, mesh size) is similar to one of the numerical simulations performed by Sandoval [18]. The respective eccentricities and slendernesses of the benchmark models are presented in Table 3. The boundary conditions are simulated with a rigid triangle in which the end vertex varies to allow for different load eccentricities. The geometric nonlinear behavior is taken into account to capture the stability behavior (using a total Lagrange definition of the strains). The non-linear material behavior of the masonry is, in this case, lumped into the bed mortar joints (see also Section 2.2), as failure usually occurs there for the current loading conditions, i.e., joint opening at the mid-height of the wall.

Material Models
The material model used to simulate the behavior of the masonry units is based on the total strain crack model proposed by Vecchio and Collins [37]. It has been used successfully by several authors [28,38,39] to describe the compressive and tensile behavior of the units, with stress-strain laws proposed for uniaxial compression and tension as presented in Figure 3. The compressive behavior of the units is represented by an equivalent parabolic stress-strain curve ( Figure 3a) and the post-peak tensile behavior by an equivalent exponential stress-strain curve [4,30,32] (Figure 3b). This indicates that the model is essentially governed by crushing or cracking of the material. The compressive behavior is governed by in which the material parameters (a) (b) The compressive behavior is governed by in which the material parameters where f c is the compressive strength; k c is the strain at which the maximum compressive strength f c is reached; k u is the strain at which the material is entirely softened; E is the Young's modulus; G c is fracture energy in compression; and h is the crack band width, which is equal to √ 2A elem for linear two-dimensional elements and √ A elem for higherorder two-dimensional elements [40]; A elem is the area of the respective finite element. The tensile behavior of the bricks is, after the linear elastic phase, governed by where f t is the tensile strength; G fi is the fracture energy in tension; k t is the strain at which the material is entirely softened [36].
To model the mortar joints' constitutive behavior, a combined interface model is used [36,39]. It is a rate-independent interface model based on a multi-surface plasticity model defined by a convex composite yield criterion, including a tension cut-off f 1 (σ, κ 1 ), a Coulomb friction model f 2 (σ, κ 2 ), and an elliptical compression cap f 3 (σ, κ 3 ), as presented in Figure 4. This model is capable of modeling basic types of failure mechanisms that characterize masonry behavior, such as sliding along the mortar joints, cracking of the joints due to direct tension, combined shear, compression load, and masonry crushing, by means of splitting of units in tension due to mortar dilatancy at peak values of normal stress. For other interface aspects in masonry, including material determination and practical applications, the reader is referred to Lourenço, Rots and Van Zijl [36,41,42].
where c is the compressive strength; c is the strain at which the maximum co sive strength c is reached; u is the strain at which the material is entirely soft is the Young's modulus; c is fracture energy in compression; and ℎ is the crac width, which is equal to √2 elem for linear two-dimensional elements and √ higher-order two-dimensional elements [40]; Aelem is the area of the respective fin ment. The tensile behavior of the bricks is, after the linear elastic phase, governed where t is the tensile strength; fi is the fracture energy in tension; t is the s which the material is entirely softened [36].
To model the mortar joints' constitutive behavior, a combined interface mode [36,39]. It is a rate-independent interface model based on a multi-surface plasticity defined by a convex composite yield criterion, including a tension cut-off f1(σ, κ1) lomb friction model f2(σ, κ2), and an elliptical compression cap f3(σ, κ3), as prese Figure 4. This model is capable of modeling basic types of failure mechanisms th acterize masonry behavior, such as sliding along the mortar joints, cracking of th due to direct tension, combined shear, compression load, and masonry crush means of splitting of units in tension due to mortar dilatancy at peak values of stress. For other interface aspects in masonry, including material determination an tical applications, the reader is referred to Lourenço, Rots and Van Zijl [36,41,42].  Lourenço (1996) [36].
The tension cut-off mode 1 ( , 1 ) = 1 ( 1 ) is governed by an exponential so regime expressed as where t is the tensile strength of the masonry mortar; f is the mode I fracture and 1 is the plastic relative displacement (i.e., jump).
The yield function of the Coulomb friction mode is expressed by  Lourenço (1996) [36].
The tension cut-off mode f 1 (σ, κ 1 ) = σ 1 (κ 1 ) is governed by an exponential softening regime expressed as where f t is the tensile strength of the masonry mortar; G f I is the mode I fracture energy; and κ 1 is the plastic relative displacement (i.e., jump). The yield function of the Coulomb friction mode is expressed by where in which c is the cohesion of the unit-mortar interface, G f I I is the mode II fracture energy, ϕ is the friction angle, and κ 2 is the shear plastic relative displacement. Finally, the yield function for the compression cap mode is governed by where c nn and c n are a set of material parameters to control the center of the cap and its intersection with the tensile part of the normal stress axis, c nn is a material parameter that controls the contribution of the shear stress to failure, and σ 3 is the yield value. The material parameters used in the unit model are either extracted from experiments by the authors (discussed previously in [11]) through inverse numerical analysis of the compressive stress-strain curve, i.e., Young's modulus E, compressive strength f c , fracture energy in compression G fc , or from relevant other recent experiments [3,43,44]. The material properties for the interface are either taken directly from the experiments presented in [11] or indirectly using data or formulas from the literature [4,18,37]. For example, the normal stiffness k n and tangential stiffness k s of the interface of the models are, respectively, calculated according to [36].
where E u is the Young's modulus of the masonry unit, E m is the Young's modulus of the mortar joint, h m is the mortar thickness, G u is the shear modulus the masonry unit, and G m is the shear modulus of the masonry unit.

Calibration and Validation of the Wallets' Strength Using the Experiments by Deyazada et al.
The calibration starts with the modeling of homogeneous AAC wallets with a thin layer mortar. At the initial stage (simulation 'Num1' in Table 4), material properties for the AAC units and the masonry interface are assumed based on relevant experimental data from literature [3,43,44]: the Young's modulus E y of the AAC unit is initially assumed to be 980 MPa, whereas the compressive strength f c of the AAC unit has a starting value of 3.37 MPa. Next, the results of this simulation are compared with a selection of some representative individual specimens from the experiment conducted by Deyazada et al. [11] in terms of the stress-strain curves. An adjustment of the relevant material parameters is then carried out to obtain an agreement between the numerical and experimental results in terms of stiffness, ultimate strength, and softening of the stress-strain curve. For instance, it is found from the comparison between the experiments and the models with the initial values that the stiffness and ultimate compressive strength are overestimated because of the physical difference between the reality and the simplified 2D "slice" model (i.e., the model consists of four units on top of each other without considering the presence of head joints as in the test specimens). Therefore, to adapt the numerical model to the reality, the parameters affecting the stiffness and strength, namely E y and f c , respectively, are varied until a satisfactory estimation is found. The fittest E y and f c values after calibration are 490 MPa and 1.73 MPa, respectively, i.e., 50% reduction on both parameters, see parameter set 'Num15' in Table 4.
After the selection of the most suitable material parameters on the basis of a limited sub-set of experimental results, the numerical model is validated against all specimens of the experiment conducted by Deyazada et al. [11]. The numerical validation of the homogeneous AAC wallet is presented in terms of average compressive stress-strain curves, as presented in Figure 5. The numerical results fall within the range of the experimental results in both elastic and inelastic stages up to the maximum load. The post-peak behavior is not perfectly captured due to limitations in the regularization and solver capabilities of the modeling software (DIANA FEA). However, these limitations have no influence on the Sustainability 2021, 13, 11647 8 of 24 obtained peak load: this was shown by a sensitive study, including masonry models with different meshes and convergence norms. Therefore, it can be concluded that the calibrated material inputs used to simulate the units and interface of homogeneous AAC wallets is satisfactory to predict the behavior of wallets under compression. terms of the reduction in the failure load due to the eccentricity. O model has been compared with a simple theoretical reduction form gular stress block for homogeneous masonry, as adopted in EN 199 The validation of the homogeneous and composite masonry tricity is depicted in Figure 8 in terms of strength reduction due t eccentric to concentric failure load). Numerical results show a logica strength when increasing the eccentricity, for both homogeneous a However, there is a slight difference between the experimental an which the numerical results present more conservative values. For e wallets exhibit a larger reduction in strength than the experimental difference of 24%. On the other hand, the comparison between the the Eurocode formulation for both homogeneous and composite w mostly in line with each other, illustrating a linear degradation of th to the application of the eccentricity. In other words, the models o centricity seem sufficiently reliable to capture the reduction in stren With regard to the failure mechanism, the predicted numeri the experimental observations for both homogeneous and composit the failure of the homogeneous AAC wallets with a non-centered b terized by the initiation and development of vertical cracks firstly end of the supported zone, then propagating towards the top of t Figure 9. In addition, the initiation and the development of cracks o are mainly observed in the supported zone of the bottom layer ( Fig   Figure 5. Obtained stress-strain curves throughout the numerical calibrat neous AAC wallet model under centric compression. Next, simulations of AAC-clay composite wallets are executed. The material properties of the AAC units and interface are initially assumed identical to the final material parameters of the homogeneous AAC wallet (parameter set 'Num1' in Table 5). Material properties of clay units are extracted from experiments and literature. The effect of the head joints is managed in a similar way for the clay part of the wall, as previously described for the AAC layer, i.e., a reduction of 50% has also been applied on Young's modulus and compressive strength of clay units, so E y = 2000 MPa and f c = 5 MPa. Then the results of this simulation are compared with the experimental results, and further calibration of the relevant material properties is performed to obtain an agreement between the numerical and experimental results, as can be seen in Figure 6. For example, from the comparison between the numerical and experimental results, it is noticed that the global compressive strength of the composite masonry should be increased to take into account the constraining effect of the clay units, which are stiffer and stronger, on the AAC units. Hence the compressive strength f c of the AAC unit is adapted. The most suitable f c value is found equal to 2.38 MPa, namely an increase with 40% (parameter set 'Num6' in Table 5). are mainly observed in the supported zone of the bo   After that, the numerical model with the calibrated material parameters is again validated against the full set of experimental results. The numerical validation of wallets is presented in terms of average compressive stress-strain curves. As it can be noticed from Figure 7, the numerical results of both wallets fall within the range of the experimental results in terms of the wall's stiffness and resistance for the composite wallets up to the ultimate failure. Therefore, it can be concluded that the calibrated material parameters, as summarized in Tables 6 and 7, are reliable to predict the behavior of the units under compression, and therefore they could be used for the modeling of the larger masonry specimens in the subsequent sections.       The calibration process shows that the behavior of the masonry wall is mainly governed by the properties of the masonry units, where the interface parameters did not show any influence. This is because the AAC material is characterized with the lowest strength and stiffness (e.g., the mortar's compressive strength >15 MPa whereas the AAC's compressive strength <4 MPa).
Next, the models are extended, including homogeneous AAC and composite AACclay wallets subjected to three amplitudes of axial load eccentricities imposed from the bottom, as presented in Figure 2b. The accuracy of the wallet models under eccentricity is highlighted through a comparison between the numerical and experimental results in terms of the reduction in the failure load due to the eccentricity. On the other hand, the model has been compared with a simple theoretical reduction formula based on a rectangular stress block for homogeneous masonry, as adopted in EN 1996 [45,46]. The validation of the homogeneous and composite masonry models under eccentricity is depicted in Figure 8 in terms of strength reduction due to eccentricity (ratio of eccentric to concentric failure load). Numerical results show a logical trend, i.e., a reducing strength when increasing the eccentricity, for both homogeneous and composite wallets. However, there is a slight difference between the experimental and numerical results, in which the numerical results present more conservative values. For example, the numerical wallets exhibit a larger reduction in strength than the experimental ones, with a maximum difference of 24%. On the other hand, the comparison between the numerical results and the Eurocode formulation for both homogeneous and composite walls show that they are mostly in line with each other, illustrating a linear degradation of the bearing strength due to the application of the eccentricity. In other words, the models of the wallets under eccentricity seem sufficiently reliable to capture the reduction in strength due to eccentricity.    With regard to the failure mechanism, the predicted numerical failure agrees with the experimental observations for both homogeneous and composite wallets. For instance, the failure of the homogeneous AAC wallets with a non-centered base reaction is characterized by the initiation and development of vertical cracks firstly at the bottom from the end of the supported zone, then propagating towards the top of the wallet, as shown in Figure 9. In addition, the initiation and the development of cracks of the composite wallets are mainly observed in the supported zone of the bottom layer ( Figure 10).

Validation of the Walls' Strength and Stability Using the Experiments of Sandoval et al.
A geometrically non-linear model using the material parameters listed in Table 8 is subsequently validated against the work of Sandoval et al. [18] in terms of effective average stress-lateral deformation curves and failure mechanism, including out-of-plane stability behavior of the walls, see Figure 11. The average stress is defined as the maximum load divided by the total cross-sectional area of the wallets (i.e., L × t, t is the total thickness). The deformation parameter used in the curve represents the maximum lateral deflection in the wall at mid-height. The numerical model results indicate a good agreement with the experimental data. This includes the stress deformation curve and the collapse behavior, including horizontal joint opening at the wall mid-height. This means that the current model is capable of capturing the stability behavior and could be extended for simulating large composite walls, as conducted in Section 4.     [11] of the composite specimens in terms of failure behavior at the elastic stage (on the left side), ultimate load (in the center) and after failure (on the right side). For the numerical results, the contours of the horizontal normal strain are shown. Note that each subfigure has a separate color bar.

Validation of the Walls' Strength and Stability Using the Experiments of Sandoval et al.
A geometrically non-linear model using the material parameters listed in Table 8 is subsequently validated against the work of Sandoval et al. [18] in terms of effective average stress-lateral deformation curves and failure mechanism, including out-of-plane stability behavior of the walls, see Figure 11. The average stress is defined as the maximum load divided by the total cross-sectional area of the wallets (i.e., L × t, t is the total thickness). The deformation parameter used in the curve represents the maximum lateral deflection in the wall at mid-height. The numerical model results indicate a good agreement with the experimental data. This includes the stress deformation curve and the collapse Figure 10. Numerical strain contours vs. experimental results [11] of the composite specimens in terms of failure behavior at the elastic stage (on the left side), ultimate load (in the center) and after failure (on the right side). For the numerical results, the contours of the horizontal normal strain are shown. Note that each subfigure has a separate color bar.  Figure 11. Validation of the model using Sandoval's experimental tests [18]: (a) effective average stress-lateral deformation curve with a slenderness of 18.7; (b) effective average stress-lateral deformation curve with a slenderness of 25.6; (c) failure pattern.

Parameters
The parameters listed in Tables 9 and 10 define the scope of the numerical parameter study. The considered parameters are as follows: •

Axial load eccentricity and slenderness
Three values of axial load eccentricities: e = 0, t/6 and t/3, combined with four levels of slenderness ℎ ef / = 5, 15, 21 and 26, are considered. In the case of walls under centric loading conditions, a minimum eccentricity of 0.05t is applied in accordance with EN 1996 [47] to account for uncertainties on the load positioning, also useful in this numerical study to trigger the geometric non-linear response (similarly to the model developed by Sandoval et al.). The model scheme is presented in Figure 12. Figure 11. Validation of the model using Sandoval's experimental tests [18]: (a) effective average stress-lateral deformation curve with a slenderness of 18.7; (b) effective average stress-lateral deformation curve with a slenderness of 25.6; (c) failure pattern.

Parameters
The parameters listed in Tables 9 and 10 define the scope of the numerical parameter study. The considered parameters are as follows:

•
Axial load eccentricity and slenderness Three values of axial load eccentricities: e = 0, t/6 and t/3, combined with four levels of slenderness h ef /t = 5, 15, 21 and 26, are considered. In the case of walls under centric loading conditions, a minimum eccentricity of 0.05t is applied in accordance with EN 1996 [47] to account for uncertainties on the load positioning, also useful in this numerical study to trigger the geometric non-linear response (similarly to the model developed by Sandoval et al.). The model scheme is presented in Figure 12.  Three values of axial load eccentricities: e = 0, t/6 and t/3, combined with four levels of slenderness ℎ ef / = 5, 15, 21 and 26, are considered. In the case of walls under centric loading conditions, a minimum eccentricity of 0.05t is applied in accordance with EN 1996 [47] to account for uncertainties on the load positioning, also useful in this numerical study to trigger the geometric non-linear response (similarly to the model developed by Sandoval et al.). The model scheme is presented in Figure 12. (e)

•
Geometrical imperfection, slenderness, and boundary conditions The behavior of homogeneous and composite walls with geometrical imperfections e g is investigated in combination with two levels of slenderness h ef /t = 21 and 26 and three types of boundary conditions, namely pinned-pinned conditions, fixed-fixed conditions and semi-fixed conditions, as presented in Figure 12b-d. The geometrical imperfection e g is accounting for a possible irregularity of the wall geometry. The imperfection has been applied by adjusting the geometry of the wall with a deviation at mid-height equal to h ef /450, as specified by EN 1996 [45,46]. The effective height h ef is equal to ρ n × h, where h is the wall height, ρ n equals to 1 for a pinned-pinned support, 0.75 for partially fixed support conditions at both ends, and 0.5 for a fixed-fixed support. The pinned supports are simulated with a rectangular rigid plate, restrained in the middle in the vertical and horizontal directions, as depicted in Figure 12b, whereas the fixed supports are simulated with a fully restrained rectangular rigid plate (Figure 12c). The partially fixed supports have been modeled resorting to rotational springs (Figure 12d). The stiffness of the springs is calibrated based on a linear stability analysis, in such a way that the Euler buckling load is equal to P cr = π 2 EI (ρ n L) 2 with ρ n = 0.75, where P cr is the ultimate buckling load, E is the Young's modulus of wall, and I is the moment of inertia.

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Masonry stiffness The influence of a variation of the stiffness of the upper clay layers in composite walls is investigated. Two different values of the Young's modulus E y of the main clay masonry are assumed, namely 2000 and 4000 Mpa. Concerning the homogeneous masonry walls, design codes, including EN 1996 [45,46], and other studies [19,32,[47][48][49][50][51][52][53][54] suggest a crucial relationship between the stiffness of the wall and the compressive strength of masonry walls, i.e., the ultimate strength increases when the stiffness of the wall increases.

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Homogeneous vs. composite specimens A comparison between homogeneous and composite specimens with different material combinations is illustrated to determine whether the AAC or clay in a composite context behaves differently than when they are used separately in homogeneous walls. The simulated models encompass three types: homogeneous clay walls, composite AAC-clay walls and short homogeneous AAC walls (the slenderness of the AAC wall is kept the same with a ratio equal to five).
The material model for these models includes material non-linearity for both units and interfaces as the composite walls are expected to fail either by the crushing of the AAC material or due to the opening of the bed joint in the middle. This is different from Sandoval's models (Section 3.2), where material non-linearity is only assumed in the interface since failure is mainly expected to occur there.

Results and Discussion
The resulting stress-deformation curves and failure patterns will be used to illustrate the influence of the different parameters. Effective stress is defined as the total load divided by the gross area of the wallets (i.e., L × t with t is the overall wall thickness) (Tables 9 and 10).

• Slenderness and eccentricity
As it can be noticed in Figure 13, the homogeneous clay specimens experience a consistent strength reduction in the bearing resistance when the slenderness or the eccentricity increase. The composite walls exhibit a similar consistent reduction due to the increase of eccentricity, while the influence of the slenderness on the behavior of composite walls is only evidenced for the walls with large slenderness ratios, i.e., h ef /t = 21 and 26. The reason is that when composite walls have low slenderness, the failure will occur through a local failure of the AAC layer, for which the global slenderness does not play any role. In addition, there is a consistent increase in the lateral deformation at the failure of the composite walls when the level of slenderness is increased (see Figure 13d-f).

• Boundary conditions
A comparison between walls with the same slenderness, eccentricity and material parameters but with different boundary conditions is illustrated in terms of resistance and failure behavior. The aim is to investigate the influence of modifying the boundary conditions on the behavior of composite walls. As it can be noticed in Table 11, the resistance and failure behavior of composite walls is indeed influenced by a modification of the boundary conditions. The failure behavior of the very slender wall (i.e., the slenderness ratio equals 26) with pinned-pinned conditions experienced stability failure, while the walls with other boundary conditions experienced material failure in the AAC layer, leading to lower resistance for the walls with fixed-fixed boundary conditions. The reason for that is related to the bending moment distribution in the wall. The moment for walls with fixed boundary conditions is larger at the level where AAC units are present, in contrast to a wall with pinned-pinned conditions, where the maximum moment is expected to be at the mid-height of the wall. The influence of a varying Young's modulus of the clay units on the resistance and stability of composite masonry walls is illustrated in Table 12. The results show that increasing the stiffness of the clay units generally leads to an increase in the resistance of composite walls and, in many cases, also affects the failure pattern. For example, the resistance of the composite wall g-CC-e0-sl26 increased from 1.53 to 1.95 MPa. The failure mode is shifting from stability failure in the clay part of the masonry to a material failure in the AAC units. In other cases, the resistance of composite wall g-CC-e0-sl21 increases slightly from 1.98 to 2.06 MPa, where the main failure occurs again in the AAC layer. This tends to agree with the stability formula in EN 1996 for homogeneous specimens, i.e., improving the stiffness of the unit has a positive effect on the ultimate compressive strength. The typical failure patterns of composite specimens are presented in Table 13 and displayed in Figures 14 and 15 in terms of vertical strain contour plots. Two types of failure are observed according to the level of slenderness or eccentricity, as already mentioned above. One is characterized by the collapse of the AAC layer only. This failure is likely to happen for walls with small slenderness ratios and/or subjected to a low level of eccentricity (see Figure 14 for model g-CC-e0-sl21). The other type of failure is characterized by a stability failure of the clay masonry layers in the middle of the wall and is expected for walls with a higher slenderness ratio and/or characterized by a large loading eccentricity (see Figure 14 for g-cc-et3-sl26). For walls with a geometrical imperfection, whatever the boundary conditions, failure is governed by the collapse of the AAC layer except for model g-cc-eg0-pp, which exhibited stability failure (see Figure 15). In case of AAC material failure, a large lateral strain is experienced, particularly at the AAC layer. In case of stability failure, large strains are experienced at mid-height of the wall (where large lateral deflections are observed). Table 13. Failure mechanism of the executed composite masonry models.

Specimen
Failure Mode g-CC-e0-sl5 Material failure of AAC layer g-CC-et6-sl5 Material failure of AAC layer g-CC-et3-sl5 Material failure of AAC layer g-CC-e0-sl15 Material failure of AAC layer g-CC-et6-sl15 Material failure of AAC layer g-CC-et3-sl15 Material failure of AAC layer g-CC-e0-sl21 Material failure of AAC layer g-CC-et6-sl21 Material failure of AAC layer g-CC-et3-sl21 Stability failure of main clay masonry g-CC-e0-sl26 Stability failure of main clay masonry g-CC-et6-sl26 Stability failure of main clay masonry g-CC-et3-sl26 Stability failure of main clay masonry

• Composite vs. homogeneous specimens
To improve the understanding of the structural behavior of a thermal layer and the main clay masonry in a composite wall and to investigate whether both components behave rather as two homogeneous walls above each other or really with a global composite behavior, the compressive resistance of both homogeneous and composite specimens is summarized in Figure 16. It appears that the thermal layer in a composite wall can be assumed as behaving as a short AAC wall (namely an AAC wall with a slenderness ratio h ef /t < 6), while the clay part behaves as a homogeneous clay wall having its actual height, but whose resistance would be the resistance of the weakest layer. This is obvious, for instance, from a comparison between a composite wall with given eccentricity and limited slenderness, i.e., h ef /t = 15, and a homogeneous AAC wallet with the same eccentricity. For example, both a homogeneous AAC wall with e = 0 and h ef /t = 5 and a composite wall with e = 0 and h ef /t = 15 experience crushing of the AAC units, with their resistance being equal to 1.66 and 2.30 MPa, respectively, while the resistance of a composite wall with e = t/3 and h ef /t = 26 and the resistance of a homogeneous clay wall with e = t/3 and h ef /t = 26 is for both cases equal to 0.36 MPa, with a failure due to instability.   (c) Figure 16. Comparison between the numerical results for homogeneous and composite walls with (a) eccentricity e = 0; (b) eccentricity = e = t/6; (c) eccentricity e = t/3. "HA" refers to homogeneous AAC walls; "HC" refers to homogeneous clay walls; "CC" refers to composite AAC-clay walls.

Summary and Conclusions
Numerical models of a set of homogeneous AAC and composite AAC-clay wallets are calibrated against experimental results from the authors complemented by additional tests from literature in order to derive suitable material properties. The numerical models show a satisfactory prediction capacity of the experimental behavior in terms of ultimate strength and deformation behavior. The models are then used for a parametric study to assess the behavior of homogeneous and composite walls with various slenderness ratios,  Figure 16. Comparison between the numerical results for homogeneous and composite walls with (a) eccentricity e = 0; (b) eccentricity = e = t/6; (c) eccentricity e = t/3. "HA" refers to homogeneous AAC walls; "HC" refers to homogeneous clay walls; "CC" refers to composite AAC-clay walls.

Summary and Conclusions
Numerical models of a set of homogeneous AAC and composite AAC-clay wallets are calibrated against experimental results from the authors complemented by additional tests from literature in order to derive suitable material properties. The numerical models show a satisfactory prediction capacity of the experimental behavior in terms of ultimate strength and deformation behavior. The models are then used for a parametric study to assess the behavior of homogeneous and composite walls with various slenderness ratios, loading eccentricity, stiffness and boundary conditions and to evaluate their resistance and overall stability.
The results confirm that the resistance of composite walls is governed by the masonry layer with the lowest resistance value, except for walls with very large slenderness and loaded eccentrically: composite walls with low slenderness (up to a slenderness ratio of 15) or loaded by a vertical load with limited eccentricities are failing due to the crushing of the AAC layer, which is characterized by the lower strength, while the walls characterized by large slenderness ratios (e.g., h ef /t ≥ 21) and loaded eccentrically tend to experience buckling failure in the main clay masonry layer.
The results show that using stiffer clay units considerably affects the resistance and failure mechanism of composite walls. The higher the stiffness of the clay unit, the better the stability behavior of the main clay masonry part of the wall and, consequently, of the global composite wall.