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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">857874</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2022.857874</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Ultra-High-Performance Concrete Crack Propagation Based on Fiber Random Distribution Model</article-title>
<alt-title alt-title-type="left-running-head">Yu et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">UHPC Crack Propagation Model</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yu</surname>
<given-names>Ziruo</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1442181/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liang</surname>
<given-names>Weizhi</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>An</surname>
<given-names>Mingzhe</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yue</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1385297/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>School of Civil Engineering</institution>, <institution>Beijing Jiaotong University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/776602/overview">Lik-Ho Tam</ext-link>, Beihang University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1645164/overview">Shaohua He</ext-link>, Guangdong University of Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1435321/overview">Bo-Tao Huang</ext-link>, Hong Kong Polytechnic University, Hong Kong SAR, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ziruo Yu, <email>zryu@bjtu.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Structural Materials, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>857874</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yu, Liang, An and Wang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yu, Liang, An and Wang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The tensile strength, crack behavior, and strain-hardening properties of ultra-high-performance concrete (UHPC) are mainly affected by the steel fibers distributed in the matrix. In this study, a mesoscopic model of UHPC was established using a numerical simulation method to study the effects of steel fibers on the crack propagation and tensile properties of UHPC. First, the exponential cohesive model was used to simulate the pull-out of a fiber embedded in a UHPC matrix. Then, the distribution and variation of the interfacial shear stress during the fiber pull-out process were obtained, and the UHPC fiber-pull-out load&#x2013;displacement curve was obtained. Using the Monte Carlo method, a meso-scale finite element model of UHPC was established by modeling randomly distributed steel fibers in the UHPC matrix. After verification, the model was used to study the effects of fiber characteristics, interface strength, and matrix strength on the crack propagation path and tensile properties of UHPC. The results showed that the exponential cohesive constitutive model with a softening coefficient of &#x2013;1 can effectively characterize the mechanical behavior of the interface between the steel fibers and matrix in UHPC. Affected by the random distribution of fibers, the main propagation mode of cracks in UHPC was that the cracks bypassed the fiber-dense area and extended to the fiber-sparse area, and the crack propagation path was mainly affected by the fiber distribution. The distribution of fibers significantly affected the tensile strength and peak strain of UHPC. When the fiber inclination angle was in the range of 15&#xb0;&#x2013;30&#xb0;, the comprehensive tensile properties of UHPC were the best. With increasing fiber volume fraction and fiber length, UHPC gradually began to exhibit multi-cracking and strain hardening (when the fiber volume fraction was more than 2.5% or fiber length was more than 15.5&#xa0;mm). The interface strength and matrix strength had little effect on the crack propagation path, but had significant effects on the tensile strength and toughness of the UHPC. The higher the strength of the UHPC matrix, the more fully the anti-cracking effect of the steel fiber that can be achieved.</p>
</abstract>
<kwd-group>
<kwd>crack propagation</kwd>
<kwd>numerical simulation</kwd>
<kwd>steel fibers</kwd>
<kwd>tensile properties</kwd>
<kwd>ultra-high-performance concrete</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Ultra-high-performance concrete (UHPC) is a new type of reinforced cementitious composite material with an optimized gradation of ultrafine particles mixed with fibers (<xref ref-type="bibr" rid="B17">Shi et&#x20;al., 2015</xref>). The tensile and compressive strengths, toughness, and energy dissipation capacity of UHPC are significantly higher than those of ordinary concrete (<xref ref-type="bibr" rid="B23">Yoo and Banthia, 2017</xref>). The excellent mechanical properties of UHPC can be attributed to the addition of ultra-high-strength steel fibers, because the fibers effectively restrict the crack width, extend the crack propagation path, and reduce the stress concentration at the crack tips. The adhesion, friction, and mechanical anchoring force improve the toughness of the matrix, and these must be overcome when the fibers are pulled out. (<xref ref-type="bibr" rid="B24">Zhao et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B14">Pyo et&#x20;al., 2016</xref>). However, the tensile performance of UHPC is relatively worse than its supercompressive performance, mainly because the bonding surface of the steel fiber and the UHPC matrix is weak. When the distribution or geometric characteristics of the fiber or the strength of the fiber&#x2013;matrix interface changes, the friction and mechanical anchoring force between the fiber and matrix will change, which affects the mechanical properties of UHPC. Therefore, the strengthening and toughening mechanism of steel fibers in UHPC, as well as the effects of the steel fiber and matrix properties on the crack propagation and mechanical properties of UHPC, need to be investigated further.</p>
<p>In general, previous studies (<xref ref-type="bibr" rid="B22">Yin, 2014</xref>; <xref ref-type="bibr" rid="B3">Deng and Feng, 2016</xref>; <xref ref-type="bibr" rid="B13">Peng et&#x20;al., 2016</xref>) on the effects of fibers on UHPC, macroscopically, have considered that the role of fibers is to increase the tensile strength and toughness of the matrix. The mechanism behind the effects of fibers has not been studied separately, and the effects of the fiber distribution and geometric characteristics on the mechanical properties of UHPC have not been elucidated. Therefore, using a mesoscopic method to study the behaviors of fibers in UHPC would be more appropriate. The most commonly used mesoscopic method is similar to that of Qi et&#x20;al. (<xref ref-type="bibr" rid="B15">Qi et&#x20;al., 2018</xref>) and Xu et&#x20;al. (<xref ref-type="bibr" rid="B20">Xu et&#x20;al., 2016</xref>), who used a fiber pull-out test to understand the properties of interface between the fiber and the matrix. However, because the fiber diameter is very small (typically &#x223c;0.2&#xa0;mm), a high-precision test instrument is required; thus, the test data are largely dispersed, and this method cannot reflect the synergistic effects of multiple randomly distributed fibers in UHPC. Abrishambaf et&#x20;al. (<xref ref-type="bibr" rid="B1">Abrishambaf et&#x20;al., 2019</xref>) used the mechanics of composite materials to analyze the crack resistance mechanism of multiple fibers and deduced the softening curve of UHPC, which can reflect the crack resistance effect of the fibers. However, the softening curve is complex and exhibits difficulty in converging in numerical simulations. Furthermore, methods based on fiber spacing theory and mechanics of composite materials (<xref ref-type="bibr" rid="B11">Malena et&#x20;al., 2016</xref>) typically assume that the stress distribution at the fiber&#x2013;matrix interface is uniform; thus, they cannot reflect the effects of the fiber distribution or geometric characteristics on UHPC crack propagation or other mechanical properties. Therefore, when using numerical simulation methods to establish a mesoscopic model of UHPC, the meso-characterized fibers in UHPC can more accurately represent the behavior of the fiber&#x2013;matrix interface. To a certain extent, this approach can compensate for the shortcomings of physical experiments and theories, as well as clarify the effects of the fiber and matrix characteristics on the crack propagation and mechanical properties of&#x20;UHPC.</p>
<p>In the mesoscopic method of directly modeling steel fibers, fibers are generally represented by discrete rod, beam, or truss elements. The main idea of this method is to select an appropriate constitutive relationship to characterize the interaction between the fiber and matrix. Leung et&#x20;al. (<xref ref-type="bibr" rid="B9">Leung and Li, 1992</xref>) used a beam element and spring element to simulate the fiber and matrix, respectively. The damage to the matrix was represented by the stiffness degradation of the spring element, but the bonding effect between the fiber and matrix was not considered. Tsai et&#x20;al. (<xref ref-type="bibr" rid="B18">Tsai et&#x20;al., 2015</xref>) used two types of contact elements to represent interfacial bonding and interfacial friction, and simulated the pull-out process of straight fibers and tapered-end fibers; however, they did not consider the fiber or matrix damage. Ellis et&#x20;al. (<xref ref-type="bibr" rid="B4">Ellis et&#x20;al., 2014</xref>) established an interfacial transition zone (ITZ) to characterize the interaction between the fiber and matrix, but the ITZ model requires a very small mesh size to ensure the accuracy of the simulation. Montero et&#x20;al. (<xref ref-type="bibr" rid="B12">Montero-Chac&#xf3;n et&#x20;al., 2017</xref>) proposed a grid&#x2013;particle model to characterize the interface, in which the fiber node and the nearest matrix node are connected by spring elements&#x2014;this model considered the bridging effect between coarse aggregates as well. The accuracy of this model depends on the grid size of the matrix; if the grid is very large, the interaction between the fiber and the matrix cannot be characterized correctly. Cunha et&#x20;al. (<xref ref-type="bibr" rid="B2">Cunha et&#x20;al., 2012</xref>) used the embedded binding method to simulate a concrete matrix with a smeared crack model and the slip between the fiber and matrix equivalent to fiber deformation. The simulation accuracy of this method strongly depends on the results of the fiber pull-out test. Shafieifar et&#x20;al. (<xref ref-type="bibr" rid="B16">Shafieifar et&#x20;al., 2017</xref>) used plastic damage in ABAQUS to simulate UHPC failure, and found that this method produces good results in UHPC compression, bending, and tension simulations. However, this method is not ideal for simulating the effect of fibers on the development and distribution of cracks.</p>
<p>In this study, a UHPC meso-model with random fiber distribution characteristics was established by combining the advantages of the above methods. In this model, the damage to the UHPC matrix is simulated in ABAQUS with plastic damage and the steel fiber is modeled independently. In <xref ref-type="sec" rid="s2">Section 2</xref>, by simulating fiber pull-out from the UHPC matrix, the debonding mechanism and pulling load&#x2013;displacement curve (<italic>P&#x2013;&#x3b4;</italic> curve) of the steel fiber are obtained. A meso-finite element model of UHPC is established in <xref ref-type="sec" rid="s3">Section 3</xref> by modeling randomly distributed steel fibers in the UHPC matrix. Using this model, the effects of the distribution and orientation of steel fibers, fiber volume, fiber length, interface strength, and matrix strength on the UHPC crack characteristics and tensile mechanical properties are studied in <xref ref-type="sec" rid="s4">Section&#x20;4</xref>.</p>
</sec>
<sec id="s1-1">
<title>2 Fiber Pull-Out Model of UHPC and Corresponding <italic>P</italic>&#x2013;<italic>&#x03B4;</italic> Curve</title>
<p>To simulate the entire process of pulling out the steel fiber from the UHPC matrix and to obtain the fiber-pull-out <italic>P</italic>&#x2013;<italic>&#x3b4;</italic> curve, a fiber pull-out model of UHPC was established in ABAQUS.</p>
<sec id="s1-2">
<title>2.1 Steel Fiber&#x2013;UHPC Matrix Interface Model</title>
<p>Lee et&#x20;al. (<xref ref-type="bibr" rid="B8">Lee et&#x20;al., 2010</xref>) showed that the interface shear stress is related to the relative slip between the steel fiber and UHPC matrix. Therefore, a two-dimensional cohesive element was selected to simulate the interface between the steel fiber and UHPC matrix (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). The interface element consisted of four nodes; the element was composed of a top surface, bottom surface, and intermediate layer. When failure occurred, the element cracked from the intermediate layer. The cohesive model has a concise form, and can be used to simulate the damage and failure of heterogeneous materials. Among the available constitutive relations of the cohesive model, the exponential constitutive relation proposed by Xu and Needleman (<xref ref-type="bibr" rid="B21">Xu and Needleman, 1994</xref>) represents the softening of the material as an exponential function; therefore, it is very suitable for simulating the damage of UHPC materials containing steel fibers. Thus, the exponential cohesive constitutive model was selected to characterize the interface characteristics (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>): when there was no debonding, the interface stress increased linearly with increasing relative displacement of the interface; when the stress reached <inline-formula id="inf1">
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</disp-formula>where <italic>&#x3bc;</italic> is the softening coefficient, which is a dimensionless parameter describing the rate of damage evolution (<italic>&#x3bc;</italic> was determined experimentally); <inline-formula id="inf2">
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<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Cohesive force element model and <bold>(B)</bold> constitutive relation..</p>
</caption>
<graphic xlink:href="fmats-09-857874-g001.tif"/>
</fig>
<p>Then, the actual element stiffness <inline-formula id="inf4">
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</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>Here, <inline-formula id="inf6">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf7">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf8">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the normal and two tangential strain values of the cohesive element, respectively, and <inline-formula id="inf9">
<mml:math id="m12">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>n</mml:mi>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf10">
<mml:math id="m13">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf11">
<mml:math id="m14">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>t</mml:mi>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> are the normal and two tangential maximum allowable strain values of the cohesive element, respectively. The operator in the formula is the MacAuley operator:<disp-formula id="e4">
<mml:math id="m15">
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2329;</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>&#x232a;</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
<mml:mtext>&#xa0;&#xa0;</mml:mtext>
<mml:mi>x</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi>x</mml:mi>
<mml:mtext>&#xa0;&#xa0;</mml:mtext>
<mml:mi>x</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
</sec>
<sec id="s1-3">
<title>2.2 Constitutive Relationship of Steel Fibers and UHPC Matrix</title>
<p>The plastic strengthening constitutive model was used to characterize the constitutive relationship of steel fiber:<disp-formula id="e5">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mtext>&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>&#xa0;&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
<mml:mtext>&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <inline-formula id="inf12">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf13">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf14">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf15">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <italic>k</italic>, <inline-formula id="inf16">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf17">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> denote the stress, strain, elastic modulus, yield strength, slope of the hardened curve, yield strain, and the ultimate strain, respectively, of the steel&#x20;fiber.</p>
<p>A concrete plastic damage model was used to simulate the damage to the UHPC matrix. To facilitate convergence in the calculations, the GFI in ABAQUS was used to define the tension behavior of the UHPC matrix, which means that the tensile softening curve was determined by the tensile strength and fracture energy. The following equation (<xref ref-type="bibr" rid="B25">Zhou, 2017</xref>) was used as the constitutive relationship of the UHPC matrix under compression:<disp-formula id="e6">
<mml:math id="m23">
<mml:mrow>
<mml:mi>y</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msup>
<mml:mi>x</mml:mi>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>3</mml:mn>
<mml:mi>a</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>0</mml:mtext>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mfrac>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi>x</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>Here, <italic>y</italic> is the ratio of the UHPC stress to peak stress, and <italic>x</italic> is the ratio of the UHPC strain to peak strain. <italic>a</italic> and <italic>b</italic> are material parameters obtained from the test. When the volume content of steel fiber is 0%, 1%, 2%, and 3%, the material parameters are <italic>a</italic>&#x20;&#x3d; 1.01, 1.05, 1.1, and 1.2, and <italic>b</italic>&#x20;&#x3d; 57.47, 11.56, 3.76, and 1.45 (<xref ref-type="bibr" rid="B25">Zhou, 2017</xref>). When simulating the pull-out of steel fiber from the UHPC matrix, the coefficients <italic>a</italic> and <italic>b</italic> in the stress&#x2013;strain relationship of the UHPC matrix should be selected as the parameters when the steel fiber content is 0%, i.e.,&#x20;<italic>a</italic>&#x20;&#x3d; 1.01 and <italic>b</italic>&#x20;&#x3d;&#x20;57.47.</p>
<p>Based on the plastic damage model, after determining the uniaxial tension and compression behavior of the material, the uniaxial constitutive relation needs to be extended to the triaxial stress state. <xref ref-type="table" rid="T1">Table&#x20;1</xref> shows the plastic damage material parameters required for extending the uniaxial constitutive relation to the triaxial stress state. The parameters commonly used in ordinary concrete (<xref ref-type="bibr" rid="B10">Lubliner et&#x20;al., 1989</xref>) were used here; these parameters have been shown to simulate the plastic damage of UHPC well (<xref ref-type="bibr" rid="B7">Kueres et&#x20;al., 2015</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Plastic damage parameters of UHPC matrix (<xref ref-type="bibr" rid="B7">Kueres et&#x20;al., 2015</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameter</th>
<th align="center">Expansion angle (&#xb0;)</th>
<th align="center">Eccentric ratio</th>
<th align="center">
<inline-formula id="inf18">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="center">
<inline-formula id="inf19">
<mml:math id="m25">
<mml:mtext>&#x3b3;</mml:mtext>
</mml:math>
</inline-formula>
</th>
<th align="center">Viscous coefficient</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Value</td>
<td align="char" char=".">30</td>
<td align="char" char=".">0.1</td>
<td align="char" char=".">1.16</td>
<td align="char" char=".">0.6667</td>
<td align="center">1 &#xd7; 10<sup>&#x2212;5</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<inline-formula id="inf20">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the ratio of biaxial compressive strength <inline-formula id="inf21">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> to uniaxial compressive strength <inline-formula id="inf22">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf23">
<mml:math id="m29">
<mml:mi>&#x3b3;</mml:mi>
</mml:math>
</inline-formula> is the ratio of the second invariant stress on the tensile meridian plane to the compression meridian&#x20;plane.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s1-4">
<title>2.3&#x20;Pull-Out Model of Steel Fiber</title>
<p>The model shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> was used to simulate the pull-out of a fiber from the UHPC matrix. In this model, the UHPC matrix is a cylinder with a diameter of 40&#xa0;mm and height of 30&#xa0;mm. The diameter of the fibers was 0.3&#xa0;mm, fiber length was 13&#xa0;mm, and the fiber embedded length was 6.5&#xa0;mm. The matrix and fiber element type was CAX4R (a four-node bilinear axisymmetric quadrilateral element), and the cohesive element described above with no thickness was inserted at the fiber&#x2013;matrix interface (the element type was COH2D4). The cohesive element shared a node with the matrix and fiber elements (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The shear stress distribution along the fiber at a certain loading time could be obtained by extracting the shear stress at the middle layer of the cohesive element. Displacement constraints were applied to the UHPC matrix, and a pulling load <italic>p</italic> was applied to the center of the fiber. The ABAQUS implicit solver was used to solve this problem.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Pull-out model of steel fiber in UHPC.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g002.tif"/>
</fig>
<p>The material parameters in the model were selected based on the work of Lee et&#x20;al. (<xref ref-type="bibr" rid="B8">Lee et&#x20;al., 2010</xref>) (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). Lee et&#x20;al. (<xref ref-type="bibr" rid="B8">Lee et&#x20;al., 2010</xref>) conducted very comprehensive steel fiber pull-out tests, and the material characteristics of the UHPC matrix and fibers used in the tests were consistent with those of the UHPC material commonly used in engineering. Therefore, Lee et&#x20;al.&#x27;s tests were used to verify our&#x20;model.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Material parameters used in the fiber pull-out model (<xref ref-type="bibr" rid="B8">Lee et&#x20;al., 2010</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">
<italic>E</italic> /GPa</th>
<th align="center">
<italic>G</italic>/GPa</th>
<th align="center">
<italic>&#x3c5;</italic>
</th>
<th align="center">
<italic>&#x3c1;</italic>/Kg/m<sup>3</sup>
</th>
<th align="center">
<inline-formula id="inf24">
<mml:math id="m30">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</th>
<th align="center">
<inline-formula id="inf25">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</th>
<th align="center">
<inline-formula id="inf26">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/mm</th>
<th align="center">
<inline-formula id="inf27">
<mml:math id="m33">
<mml:mi>l</mml:mi>
</mml:math>
</inline-formula>/mm</th>
<th align="center">
<inline-formula id="inf28">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</th>
<th align="center">
<inline-formula id="inf29">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Matrix</td>
<td align="char" char=".">45</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">0.2</td>
<td align="char" char=".">2,700</td>
<td align="char" char=".">5</td>
<td align="char" char=".">120</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">Fiber</td>
<td align="char" char=".">200</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">0.3</td>
<td align="char" char=".">7,900</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">0.3</td>
<td align="char" char=".">6.5</td>
<td align="char" char=".">2,600</td>
<td align="char" char=".">2,900</td>
</tr>
<tr>
<td align="left">Interface</td>
<td align="char" char=".">15</td>
<td align="char" char=".">15</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>E</italic>&#x2014;elastic modulus, <italic>G</italic>&#x2014;shear modulus, <italic>&#x3c5;</italic>&#x2014;Poisson&#x2019;s ratio, <italic>&#x3c1;</italic>&#x2014;density, <inline-formula id="inf30">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mtext>t</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;&#x20;matrix tensile strength, <inline-formula id="inf31">
<mml:math id="m37">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mtext>c</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;matrix compressive strength, <inline-formula id="inf32">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;fiber diameter, <inline-formula id="inf33">
<mml:math id="m39">
<mml:mi>l</mml:mi>
</mml:math>
</inline-formula>&#x2014;fiber embedding length, <inline-formula id="inf34">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;yield strength of the fiber, <inline-formula id="inf35">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;failure strength of the&#x20;fiber.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In the exponential softening relationship, the value of the coefficient <italic>&#x3bc;</italic> affects the shape of the softening curve. When <italic>&#x3bc;</italic> &#x3d; 0, the softening curve is a straight line, and when <italic>&#x3bc;</italic> &#x3c; 0, the softening curve is slightly convex, which closely reflects the material characteristics of UHPC. Therefore, an exponential softening curve with <italic>&#x3bc;</italic> &#x3d; 0, &#x2013;1, and &#x2013;2 was separately selected to represent the interface characteristics for the simulation. The simulated fiber pull-out <italic>P</italic>&#x2013;<italic>&#x3b4;</italic> curve is shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, and was compared with the results of Lee et&#x20;al. (<xref ref-type="bibr" rid="B8">Lee et&#x20;al., 2010</xref>). As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, in the ascending section, the slope and peak value of the simulation curve agree well with the test results. The values of the peak load obtained from the test and simulation are respectively 27.75&#xa0;N and 27.79&#xa0;N&#x2014;a difference of only 0.14%. In the descending section, the simulation result is closest to the test result when <italic>&#x3bc;</italic> &#x3d; &#x2013;1. In this case, the simulated pull-out energy consumption is 105.1&#xa0;N&#xa0;mm and the test pull-out energy consumption is 107.4&#xa0;N&#xa0;mm (<xref ref-type="bibr" rid="B8">Lee et al., 2010</xref>)&#x2014;a difference of only 2.2%. These results indicate that the pull-out energy consumption of the steel fiber in UHPC matrix can be simulated more appropriately when <italic>&#x3bc;</italic> &#x3d; &#x2013;1. Therefore, it is recommended to choose the exponential cohesive model with <italic>&#x3bc;</italic> &#x3d; &#x2013;1 as the constitutive model of the interface between the UHPC matrix and steel&#x20;fiber.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Comparison of the simulated pull-out curves and Lee et al.,s testing (<xref ref-type="bibr" rid="B8">Lee et&#x20;al., 2010</xref>) curves.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g003.tif"/>
</fig>
</sec>
<sec id="s1-5">
<title>2.4 Debonding Mechanism of Fiber Matrix and Pull-Out <italic>P</italic>&#x2013;<italic>&#x3b4;</italic> Curve</title>
<p>
<xref ref-type="fig" rid="F4">Figure&#x20;4</xref> shows a partially enlarged <italic>P</italic>&#x2013;<italic>&#x3b4;</italic> curve for pulling out the steel fiber. To determine the change in shear stress in the steel fiber during the pull-out process and analyze the debonding mechanism of the steel fiber, point A (non-debonding), point B (partial debonding), point C (two-way debonding), and point D (full debonding) were selected (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>), and the shear stress distribution on the steel fiber at these four points was extracted. The pull-out displacements corresponding to points A, B, C, and D are 0.0003, 0.0036, 0.029, and 0.036 mm, respectively. <xref ref-type="fig" rid="F5">Figure&#x20;5</xref> shows the distribution along the buried part of the fiber and the Mises stress distribution in the matrix, at the four moments corresponding to points A, B, C, and&#x20;D.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Steel fiber pull-out <italic>P</italic>&#x2013;<italic>&#x3b4;</italic>&#x20;curve.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Interfacial shear stress and matrix stress distribution during fiber pull-out.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g005.tif"/>
</fig>
<p>It can be seen that when the interface stress is in the elastic stage (point A), the fiber does not debond, and the shear stress at the interface is exponentially distributed along the embedded fiber. As the load increases, debonding begins (point B), the interfacial shear stress at the pull-out end of the fiber reaches the interface strength, and the fiber starts to debond from the matrix from the pull-out end. At this time, the interfacial shear stress at the embedded end of the fiber is still very small, and the interface that is not debonded is still in the elastic stress stage. With increasing pulling force, the shear stress is gradually transmitted to the embedded end, the fibers are debonded from the pull-out end to the embedded end, and the shear stresses on most of the interface and the embedded end reach the interface strength (point C). At this time, the fiber exhibits a two-way debonding phenomenon in which both the pull-out and embedded ends are debonded. Finally, the fibers are all debonded (point D), and the <italic>P&#x2013;&#x3b4;</italic> curve reaches a peak. At this time, the shear stress at almost the entire interface reaches the interface strength, and the fibers are gradually pulled&#x20;out.</p>
</sec>
</sec>
<sec id="s2">
<title>3 UHPC Model With Randomly Distributed Steel Fibers</title>
<p>A UHPC model with multiple randomly distributed steel fibers was established based on the pull-out simulation of a single steel&#x20;fiber.</p>
<sec id="s2-1">
<title>3.1 Random Fiber Distribution Model Based on Monte Carlo Method</title>
<p>When establishing the UHPC model with a random distribution of steel fibers, it was considered that UHPC is composed of fibers and a matrix, and the randomly distributed steel fibers were modeled in the matrix based on the Monte Carlo method. In this model, the steel fibers were simulated as truss elements with a certain length, the positions and directions of the fibers were random, and the fiber distribution function was uniform. The number of fibers <italic>N</italic> in the model was calculated from the fiber length <inline-formula id="inf36">
<mml:math id="m42">
<mml:mrow>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, fiber diameter <inline-formula id="inf37">
<mml:math id="m43">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, fiber volume content <inline-formula id="inf38">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and matrix volume <inline-formula id="inf39">
<mml:math id="m45">
<mml:mi>V</mml:mi>
</mml:math>
</inline-formula> using the following equation:<disp-formula id="e7">
<mml:math id="m46">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>V</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:msubsup>
<mml:mi>d</mml:mi>
<mml:mi>f</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>The positions of the fibers in the matrix were determined using the coordinates of the ends of the fibers (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>). First, the coordinates (<inline-formula id="inf40">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf41">
<mml:math id="m48">
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) of point A were randomly generated in the matrix space using the Monte Carlo method. Assuming that the angle between the fiber and the <italic>z</italic>-axis was <inline-formula id="inf42">
<mml:math id="m49">
<mml:mi>&#x3b1;</mml:mi>
</mml:math>
</inline-formula>, and the angle between <italic>A</italic>
<sub>1</sub>
<italic>B</italic>
<sub>1</sub> (which is the projection of the fiber on the <italic>xy</italic> plane) and the <italic>x</italic>-axis was <italic>&#x3b2;</italic> (both <italic>&#x3b1;</italic> and <italic>&#x3b2;</italic> were randomly generated within 0&#x2013;360&#xb0;), the coordinates of point B (<inline-formula id="inf43">
<mml:math id="m50">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf44">
<mml:math id="m51">
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) could be determined using the following equation:<disp-formula id="e8">
<mml:math id="m52">
<mml:mrow>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Spatial coordinates of the random fiber.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g006.tif"/>
</fig>
<p>When point <italic>B</italic> was generated, it was additionally necessary to determine whether point <italic>B</italic> exceeded the boundary described by the boundary function; if it exceeds the boundary, it must be generated again. Finally, it was necessary to determine whether there was an overlap conflict between the two fibers in space. For this purpose, the minimum distance between the two fibers in the space was calculated and compared with the fiber diameter. If the former was greater, there were no conflicts. <xref ref-type="fig" rid="F7">Figure&#x20;7</xref> shows the flowchart of the algorithm applied to generate randomly distributed fibers.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Algorithm flow for generating randomly distributed fibers.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g007.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>3.2 Transformation of Interface Constitutive Relations</title>
<p>In the UHPC model with randomly distributed fibers, the slip characteristics of the steel fiber&#x2013;matrix interface were represented by the material properties of the steel fibers. By using the following equation, the <italic>P&#x2013;&#x3b4;</italic> relationship obtained in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> can be converted to the stress&#x2013;strain relationship of the steel fiber:<disp-formula id="e9">
<mml:math id="m53">
<mml:mrow>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>P</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi>&#x3b5;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>where <inline-formula id="inf45">
<mml:math id="m54">
<mml:mi>&#x3c3;</mml:mi>
</mml:math>
</inline-formula> and <inline-formula id="inf46">
<mml:math id="m55">
<mml:mi>&#x3b5;</mml:mi>
</mml:math>
</inline-formula> are the equivalent stress and equivalent strain, respectively; <inline-formula id="inf47">
<mml:math id="m56">
<mml:mi>P</mml:mi>
</mml:math>
</inline-formula> is the pull-out load; <inline-formula id="inf48">
<mml:math id="m57">
<mml:mi>&#x3b4;</mml:mi>
</mml:math>
</inline-formula> is the interface displacement; and <inline-formula id="inf49">
<mml:math id="m58">
<mml:mrow>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the fiber length.</p>
<p>The stress&#x2013;strain relationship of steel fiber obtained by this transformation includes the interface characteristics, which can reflect the characteristics of the steel fiber pull-out and debonding from the UHPC matrix during the loading process.</p>
</sec>
<sec id="s2-3">
<title>3.3 Tensile Constitutive Relation and Related Parameters of UHPC Matrix</title>
<p>The GFI provided by ABAQUS was used to set the tensile constitutive of the UHPC matrix, the softening behavior of the matrix was characterized by defining the fracture energy <italic>G</italic>
<sub>Fm</sub>, and the interface strength was characterized by the equivalent interface strength <inline-formula id="inf50">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Therefore, the values of <italic>G</italic>
<sub>Fm</sub> and <inline-formula id="inf51">
<mml:math id="m60">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> determined the form of the softening curve of the matrix after crack formation. According to the method described in this section, a model was established to simulate a UHPC uniaxial tensile test (<xref ref-type="bibr" rid="B26">Yuan et&#x20;al., 2009</xref>) conducted by our research group (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>). Fixed constraints were applied to the left end of the model, and horizontal displacement was applied to the right end of the model. The material parameters were the same as those listed in <xref ref-type="table" rid="T2">Table&#x20;2</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Simulation of UHPC uniaxial tensile specimens <bold>(A)</bold> dimensions of the UHPC uniaxial tensile model and <bold>(B)</bold> simulation and test results (<xref ref-type="bibr" rid="B26">Yuan et&#x20;al., 2009</xref>) of stress&#x2010;strain curves (<inline-formula id="inf52">
<mml:math id="m61">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.08&#xa0;N/mm, <inline-formula id="inf53">
<mml:math id="m62">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 2.8&#x20;<inline-formula id="inf54">
<mml:math id="m63">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
</caption>
<graphic xlink:href="fmats-09-857874-g008.tif"/>
</fig>
<p>The parameters <inline-formula id="inf55">
<mml:math id="m64">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.06</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>0.08</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>d</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>0.1</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>N</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf56">
<mml:math id="m65">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 2.4&#x20;<inline-formula id="inf57">
<mml:math id="m66">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, 2.8&#x20;<inline-formula id="inf58">
<mml:math id="m67">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and 3.2&#x20;<inline-formula id="inf59">
<mml:math id="m68">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> were selected for the simulation. Because the random distribution of fibers influences the tensile behavior significantly, five simulations were performed with each parameter combination. The results show that the softening section of the curve agrees best with the test results when <inline-formula id="inf60">
<mml:math id="m69">
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.8</mml:mn>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. In this case, the stress descending stage (after the peak) agrees most closely with the test results when <inline-formula id="inf61">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.08&#xa0;N/mm. Therefore, the value of <inline-formula id="inf62">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> in the model is recommended to be 0.08&#xa0;N/mm, and the value of <inline-formula id="inf63">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was selected as 2.8&#x20;<inline-formula id="inf64">
<mml:math id="m73">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s2-4">
<title>3.4 Model Verification</title>
<p>Using this model, the UHPC uniaxial compression test reported in the literature (<xref ref-type="bibr" rid="B25">Zhou, 2017</xref>) was simulated, and the simulation parameters were selected according to the test results. <xref ref-type="fig" rid="F9">Figure&#x20;9</xref> compares the simulated and tested stress&#x2013;strain curves, demonstrating that they agree well. The elastic moduli of the ascending phases of the two curves are very similar, and the trends of the descending phases of the curves are the same. The difference in compressive strength between the simulation results and the test results is 0.5%&#x2013;4.4%, and the difference in peak strain is 0.03%&#x2013;2.7%. These results indicate that the proposed mesoscopic model can simulate the mechanical behavior and failure process of UHPC&#x20;well.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Comparison of the simulated stress&#x2010;strain curve and the test curve (<xref ref-type="bibr" rid="B25">Zhou, 2017</xref>) of UHPC uniaxial compression.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g009.tif"/>
</fig>
</sec>
</sec>
<sec id="s3">
<title>4 Effects of Fiber and Matrix Properties on Crack Propagation and Tensile Properties of UHPC</title>
<p>To study the effects of the fiber distribution and the fiber and matrix properties on the crack propagation path and UHPC tensile behavior, randomly distributed steel fibers were generated in the notched specimen (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>). The displacement was restrained on the left side of the specimen, and horizontal displacement was applied on the right side. The effects of the fiber orientation, fiber content, fiber length, interface strength, and matrix strength on the tensile behavior of UHPC were studied. Because the random distribution of steel fibers may affect the crack propagation path, five models were randomly generated for each set of conditions for the simulation.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Notched tensile specimen model of UHPC.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g010.tif"/>
</fig>
<sec id="s3-1">
<title>4.1 Effect of Fiber Distribution on Crack Propagation</title>
<p>For UHPC with a fiber volume content of 2.5%, a tensile simulation of the notched specimens was conducted. <xref ref-type="fig" rid="F11">Figure&#x20;11</xref>, which shows the crack distributions of the five UHPC specimens with different random fiber distributions, indicates that cracks in UHPC tend to pass by the fibers as the cracks propagate. When the crack enters the fiber-dense area, it tends to bypass this area and expands to the fiber-sparse area (the area inside the white circle in <xref ref-type="fig" rid="F11">Figure&#x20;11</xref>). Therefore, if the fiber distribution is relatively even, the crack is relatively straight, such as in specimen one; if the fiber distribution is uneven, the crack is rugged, such as in specimen 4. It can also be seen that at 2.5% fiber volume content, multiple cracks tend to occur on the specimen. Because the fiber density is relatively large in this case, the fiber in front of the crack has a strong crack resistance effect, and it is difficult for the crack to propagate directly forward until specimen failure. New cracks are created, which propagate at other interfaces, causing multi-crack failure&#x20;mode.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Crack distribution of UHPC tensile specimens <bold>(A)</bold> 1, <bold>(B)</bold> 2, <bold>(C)</bold> 3, <bold>(D)</bold> 4, and <bold>(E)</bold> 5 (fiber volume content of 2.5%).</p>
</caption>
<graphic xlink:href="fmats-09-857874-g011.tif"/>
</fig>
<p>The stress&#x2013;strain curves for each specimen are shown in <xref ref-type="fig" rid="F12">Figure&#x20;12</xref>. The specimens exhibit obvious strain-hardening behavior, and the average tensile strength (8.88&#xa0;MPa) and peak strain (1,560 &#xd7; 10<sup>&#x2212;6</sup>) are significantly higher than the average initial crack strength (5.87&#xa0;MPa) and initial crack strain (150 &#xd7; 10<sup>&#x2212;6</sup>), respectively. <xref ref-type="fig" rid="F12">Figure&#x20;12</xref> further shows that the random distribution of fibers has little effect on the initial cracking strength and initial cracking strain of UHPC, but has greater effects on the tensile strength and peak strain. This finding indicates that the bridging effect of the fibers occurs only after the appearance of macroscopic cracks.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Tensile stress&#x2010;strain simulation curves of UHPC (fiber volume content of 2.5%).</p>
</caption>
<graphic xlink:href="fmats-09-857874-g012.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F13">Figure&#x20;13</xref> shows the stress cloud of the fibers of specimen 2 after the matrix cracks. Not only the fibers between the main cracks but also those in the tension zone are subjected to large stress. Thus, most of the steel fibers in the tension zone are involved in resisting tensile stress, which is the reason UHPC exhibits strain-hardening properties and high toughness. <xref ref-type="fig" rid="F13">Figure&#x20;13</xref> further shows that the fibers whose length direction is close to the tensile stress direction bear significantly more stress (the red fibers are shown in the figure), indicating that the steel fiber orientation affects the mechanical properties of UHPC significantly.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Fiber stress cloud of UHPC after cracking.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g013.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>4.2 Effect of Fiber Orientation</title>
<p>To study the effect of fiber orientation on the tensile behavior of UHPC, the tensions of UHPC specimens with different fiber inclination angles (the other parameters were the same) were simulated. The fiber inclination angle was defined as the angle between the fiber and tensile direction of the specimen. In the simulation, four fiber inclination angle regions were considered: 0&#xb0;&#x2013;15&#xb0;, 15&#xb0;&#x2013;30&#xb0;, 30&#xb0;&#x2013;45&#xb0;, and 45&#xb0;&#x2013;60&#xb0;.</p>
<p>The crack propagation of the specimens under different fiber inclination angles is shown in <xref ref-type="fig" rid="F14">Figure&#x20;14A</xref>. It can be seen that the smaller the fiber inclination angle, the more difficult it is for the crack to bypass the fiber, and the more effective the crack resistance effect of the fiber, resulting in sinuous cracks and more fibers on the fracture surface. When the fiber inclination angle is 0&#xb0;&#x2013;15&#xb0;, there are multiple cracks in the UHPC; when the fiber inclination angle is 15&#xb0;&#x2013;30&#xb0;, the crack propagation in the UHPC is still sinuous and complicated, but is relatively gentle compared with the cracking of specimens with fiber inclination angles of 0&#xb0;&#x2013;15&#xb0;. Further, when the fiber inclination angle is 30&#xb0;&#x2013;45&#xb0;, the crack propagation is relatively gentle, and the number of fibers on the fracture surface decreases. When the fiber inclination angle is 45&#xb0;&#x2013;60&#xb0;, the cracks develop almost perpendicular to the direction of the tensile stress.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Crack modes of UHPC tensile specimens with various <bold>(A)</bold> fiber inclination angles, <bold>(B)</bold> fiber volume contents, <bold>(C)</bold> fiber lengths, <bold>(D)</bold> interface strengths, and <bold>(E)</bold> matrix strengths.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g014.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F15">Figure&#x20;15</xref> shows the tensile stress&#x2013;strain curves of UHPC with different parameters, and <xref ref-type="table" rid="T3">Table&#x20;3</xref> summarizes the tensile mechanical properties of UHPC with different parameters. <xref ref-type="fig" rid="F15">Figure&#x20;15A</xref> shows that when the fiber inclination angle is smaller than 45&#xb0;, the stress&#x2013;strain curves have an obvious plastic stage, and the smaller the fiber inclination angle, the greater the slope of the plastic stage. As shown in <xref ref-type="table" rid="T3">Table&#x20;3</xref>, with increasing fiber inclination angle, the initial crack strength and elastic modulus decrease gradually, and when the fiber inclination angle exceeds 30&#xb0;, the tensile strength of the UHPC decreases significantly.</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Stress&#x2010;strain curves of UHPC specimens with various <bold>(A)</bold> fiber inclination angles, <bold>(B)</bold> fiber volume contents, <bold>(C)</bold> fiber lengths, <bold>(D)</bold> interface strengths, and <bold>(E)</bold> matrix strengths, and <bold>(F)</bold> stress difference curves for different matrix strengths.</p>
</caption>
<graphic xlink:href="fmats-09-857874-g015.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Tensile mechanical properties of UHPC specimens with various parameters.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">/&#xb0;</th>
<th align="center">0&#x2013;15</th>
<th align="center">15&#x2013;30</th>
<th align="center">30&#x2013;45</th>
<th align="center">45&#x2013;60</th>
<th align="center">&#x2014;</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="left">Fiber inclination angle</td>
<td align="left">
<inline-formula id="inf65">
<mml:math id="m74">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">6.66</td>
<td align="char" char=".">6.17</td>
<td align="char" char=".">5.76</td>
<td align="char" char=".">5.31</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf66">
<mml:math id="m75">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">11.56</td>
<td align="char" char=".">11.52</td>
<td align="char" char=".">8.43</td>
<td align="char" char=".">5.44</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">
<italic>E</italic>/GPas</td>
<td align="char" char=".">51.85</td>
<td align="char" char=".">51.39</td>
<td align="char" char=".">49.66</td>
<td align="char" char=".">47.6</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf67">
<mml:math id="m76">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/&#xd7;10<sup>&#x2013;6</sup>
</td>
<td align="char" char=".">900</td>
<td align="char" char=".">1,400</td>
<td align="char" char=".">1750</td>
<td align="char" char=".">400</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="5" align="left">Fiber volume content</td>
<td align="left">
<inline-formula id="inf68">
<mml:math id="m77">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/%</td>
<td align="char" char=".">1</td>
<td align="char" char=".">1.5</td>
<td align="char" char=".">2</td>
<td align="char" char=".">2.5</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf69">
<mml:math id="m78">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">5.33</td>
<td align="char" char=".">5.52</td>
<td align="char" char=".">5.68</td>
<td align="char" char=".">5.87</td>
<td align="char" char=".">6.04</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf70">
<mml:math id="m79">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">5.35</td>
<td align="char" char=".">5.88</td>
<td align="char" char=".">7.15</td>
<td align="char" char=".">8.87</td>
<td align="char" char=".">10.34</td>
</tr>
<tr>
<td align="left">
<italic>E</italic>/GPa</td>
<td align="char" char=".">47.86</td>
<td align="char" char=".">48.47</td>
<td align="char" char=".">49.06</td>
<td align="char" char=".">50.2</td>
<td align="char" char=".">52</td>
</tr>
<tr>
<td>
</td>
<td align="left">
<inline-formula id="inf71">
<mml:math id="m80">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/&#xd7;10<sup>&#x2013;6</sup>
</td>
<td align="char" char=".">200</td>
<td align="char" char=".">600</td>
<td align="char" char=".">1,050</td>
<td align="char" char=".">1,560</td>
<td align="char" char=".">1,600</td>
</tr>
<tr>
<td rowspan="5" align="left">Fiber length</td>
<td align="left">
<inline-formula id="inf72">
<mml:math id="m81">
<mml:mrow>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/mm</td>
<td align="char" char=".">8</td>
<td align="char" char=".">10.5</td>
<td align="char" char=".">13</td>
<td align="char" char=".">15.5</td>
<td align="char" char=".">18</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf73">
<mml:math id="m82">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">5.64</td>
<td align="char" char=".">5.7</td>
<td align="char" char=".">5.68</td>
<td align="char" char=".">5.72</td>
<td align="char" char=".">5.72</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf74">
<mml:math id="m83">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">6.06</td>
<td align="char" char=".">6.57</td>
<td align="char" char=".">7.15</td>
<td align="char" char=".">7.89</td>
<td align="char" char=".">8.72</td>
</tr>
<tr>
<td align="left">
<italic>E</italic>/GPa</td>
<td align="char" char=".">49.28</td>
<td align="char" char=".">49.28</td>
<td align="char" char=".">49.06</td>
<td align="char" char=".">49.36</td>
<td align="char" char=".">49.28</td>
</tr>
<tr>
<td>
</td>
<td align="left">
<inline-formula id="inf75">
<mml:math id="m84">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/&#xd7;10<sup>&#x2013;6</sup>
</td>
<td align="char" char=".">400</td>
<td align="char" char=".">750</td>
<td align="char" char=".">1,050</td>
<td align="char" char=".">2,400</td>
<td align="char" char=".">3,000</td>
</tr>
<tr>
<td rowspan="5" align="left">Interface strength</td>
<td align="left">
<inline-formula id="inf76">
<mml:math id="m85">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">10</td>
<td align="char" char=".">12</td>
<td align="char" char=".">14</td>
<td align="char" char=".">16</td>
<td align="char" char=".">18</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf77">
<mml:math id="m86">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">5.68</td>
<td align="char" char=".">5.68</td>
<td align="char" char=".">5.68</td>
<td align="char" char=".">5.68</td>
<td align="char" char=".">5.68</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf78">
<mml:math id="m87">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">6.76</td>
<td align="char" char=".">6.96</td>
<td align="char" char=".">7.15</td>
<td align="char" char=".">7.3</td>
<td align="char" char=".">7.5</td>
</tr>
<tr>
<td align="left">
<italic>E</italic>/GPa</td>
<td align="char" char=".">49.06</td>
<td align="char" char=".">49.06</td>
<td align="char" char=".">49.06</td>
<td align="char" char=".">49.06</td>
<td align="char" char=".">49.06</td>
</tr>
<tr>
<td>
</td>
<td align="left">
<inline-formula id="inf79">
<mml:math id="m88">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/&#xd7;10<sup>&#x2013;6</sup>
</td>
<td align="char" char=".">750.04</td>
<td align="char" char=".">900</td>
<td align="char" char=".">1,050</td>
<td align="char" char=".">1,200</td>
<td align="char" char=".">1,450</td>
</tr>
<tr>
<td rowspan="4" align="left">Matrix strength</td>
<td align="left">
<inline-formula id="inf80">
<mml:math id="m89">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">3</td>
<td align="char" char=".">5</td>
<td align="char" char=".">7</td>
<td align="char" char=".">9</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf81">
<mml:math id="m90">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">3.42</td>
<td align="char" char=".">5.68</td>
<td align="char" char=".">7.88</td>
<td align="char" char=".">10.08</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf82">
<mml:math id="m91">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</td>
<td align="char" char=".">5.83</td>
<td align="char" char=".">7.13</td>
<td align="char" char=".">8.89</td>
<td align="char" char=".">10.82</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td>
</td>
<td align="left">
<inline-formula id="inf83">
<mml:math id="m92">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/&#xd7;10<sup>&#x2013;6</sup>
</td>
<td align="char" char=".">3,700</td>
<td align="char" char=".">1,050</td>
<td align="char" char=".">800</td>
<td align="char" char=".">600</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<inline-formula id="inf84">
<mml:math id="m93">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;initial crack strength, <inline-formula id="inf85">
<mml:math id="m94">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;tensile strength, <italic>E</italic>&#x2014;elastic modulus, and <inline-formula id="inf86">
<mml:math id="m95">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;peak strain.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In general, upon comparing the specimens with fiber inclination angles of 15&#xb0;&#x2013;30&#xb0; with the specimens with fiber inclination angles of 0&#xb0;&#x2013;15&#xb0;, although the tensile and initial crack strengths of the former are slightly lower than those of the latter, the toughness and ductility of the former are obviously larger than those of the latter. Therefore, it is believed that UHPC can obtain the best tensile properties when the fiber inclination is in the range of 15&#xb0;&#x2013;30&#xb0;.</p>
</sec>
<sec id="s3-3">
<title>4.3 Effect of Fiber Volume Content</title>
<p>
<xref ref-type="fig" rid="F14">Figure&#x20;14B</xref> shows the tensile crack modes of UHPC specimens with five different fiber volume contents (1%, 1.5%, 2%, 2.5%, and 3%). It can be seen that the crack propagation is relatively smooth in the specimen with a fiber content of 1%. When the fiber volume content exceeds 2%, the cracks in the specimen become sinuous. When the fiber content is greater than 2.5%, the specimens begin to exhibit multiple obvious cracks. When the fiber volume content is 3%, many cracks are discretely distributed in the weak interface&#x20;area.</p>
<p>
<xref ref-type="fig" rid="F15">Figure&#x20;15B</xref> and <xref ref-type="table" rid="T3">Table&#x20;3</xref> show that when the fiber volume content is greater than 2%, especially when the fiber content is greater than 2.5%, the stress&#x2013;strain curve of the specimen exhibits strain-hardening behavior. In addition, the tensile strength and peak strain are obviously improved, the descending stages of the curves become gentle, and the toughness of the matrix is enhanced. <xref ref-type="table" rid="T3">Table&#x20;3</xref> shows that the increase in fiber volume content has obvious effects on the tensile strength and peak strain of UHPC, but has little effect on the initial crack strength. The initial crack strength only increased by a small degree (5.33&#x2013;6.04&#xa0;MPa) with increasing fiber volume content.</p>
</sec>
<sec id="s3-4">
<title>4.4 Effect of Fiber Length</title>
<p>The fiber volume content was set to 2%, and the fiber length was set to 8, 10.5, 13, 15.5, and 18&#xa0;mm to study the effects of the fiber length on the tensile properties of UHPC. As shown in <xref ref-type="fig" rid="F14">Figure&#x20;14C</xref>, when the fiber length is 8&#xa0;mm, the anti-cracking effect of the fiber is not sufficiently strong, and most specimens crack along intermediate cracks. The peak load is reached soon after the initial crack occurs, and the bearing capacity begins to decrease (<xref ref-type="fig" rid="F15">Figure&#x20;15C</xref>). As the fiber length increases, the crack propagation becomes sinuous, and correspondingly, the tensile strength and peak strain of the specimens increase significantly (<xref ref-type="table" rid="T3">Table&#x20;3</xref>). When the fiber length is greater than 15.5&#xa0;mm, the stress&#x2013;strain curve shows obvious strain-hardening characteristics, and multiple cracks develop in the specimens simultaneously (<xref ref-type="fig" rid="F14">Figure&#x20;14C</xref>). This finding indicates that as the fibers in the matrix become longer, it becomes more difficult for the cracks to bypass the fibers, increasing the tensile energy consumption. When the fiber is sufficiently long (<italic>l</italic>
<sub>
<italic>f</italic>
</sub> &#x3e; 15.5&#xa0;mm in this study), it is difficult for the cracks to bypass the fiber. Therefore, new cracks must be generated at other weak interfaces of the matrix; thus, the specimen failure mode is multi-crack failure. Nevertheless, <xref ref-type="table" rid="T3">Table&#x20;3</xref> shows that with the same fiber volume content, the change in fiber length has little effect on the initial crack strength and elastic modulus of&#x20;UHPC.</p>
</sec>
<sec id="s3-5">
<title>4.5 Effect of Interface Strength</title>
<p>With the same fiber distribution and other parameters, the equivalent interface strength <inline-formula id="inf87">
<mml:math id="m96">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> of the specimens was set to 10, 12, 14, 16, and 18&#xa0;MPa in the tensile simulation to study the effects of the interface strength. <xref ref-type="fig" rid="F14">Figure&#x20;14D</xref> shows that the change in the interface strength has little effect on the crack propagation of UHPC, which mainly depends on the fiber distribution. <xref ref-type="fig" rid="F15">Figure&#x20;15D</xref> shows that with increasing interface strength, the descending stage of the stress&#x2013;strain curve becomes smoother and the matrix toughness increases. The results in <xref ref-type="table" rid="T3">Table&#x20;3</xref> indicate that the tensile strength and peak strain of the UHPC also increase with increasing interface strength.</p>
</sec>
<sec id="s3-6">
<title>4.6 Effect of Matrix Strength</title>
<p>To study the effect of matrix strength on the tensile behavior of UHPC, the matrix strength <inline-formula id="inf88">
<mml:math id="m97">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> of the specimens was set to 3, 5, 7, and 9&#xa0;MPa to conduct tensile simulations, and the fiber distribution and other parameters of the specimens were the&#x20;same.</p>
<p>As shown in <xref ref-type="fig" rid="F14">Figure&#x20;14E</xref>, when the strength of the matrix is low (3&#xa0;MPa), once the crack development is resisted by the fibers, the cracks begin developing from other weak parts of the matrix instead of splitting the fiber&#x2013;matrix interface. At this time, it is difficult for the fiber to exert the crack resistance effect. Therefore, although the specimens exhibit strain-hardening characteristics in this case, the tensile strength of the UHPC specimen is very low to exploit its material advantages. With increasing matrix strength, the initial crack strength and tensile strength of UHPC increase gradually (<xref ref-type="table" rid="T3">Table&#x20;3</xref>), but the crack propagation path is hardly affected by the matrix strength. When the matrix strength and interface strength are well matched (matrix strength &#x2265;7&#xa0;MPa), the crack resistance effect of the fibers can be fully exerted (<xref ref-type="fig" rid="F15">Figure&#x20;15E</xref>). To further illustrate the effects of matrix strength on the crack resistance of fibers, the stress difference <inline-formula id="inf89">
<mml:math id="m98">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> curve was drawn (<xref ref-type="fig" rid="F15">Figure&#x20;15F</xref>), where <inline-formula id="inf90">
<mml:math id="m99">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the tensile stress of the pure UHPC matrix (without fibers) specimens with various matrix strengths. It can be seen that the stress difference <inline-formula id="inf91">
<mml:math id="m100">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increases with increasing matrix strength, indicating that for the same fiber parameters, the higher the matrix strength, the more effective the fiber crack resistance.</p>
</sec>
</sec>
<sec id="s4">
<title>5 Conclusion</title>
<p>In this study, fiber pull-out from a UHPC matrix was simulated, and the characteristics of the interfacial shear stress and <italic>P&#x2013;&#x3b4;</italic> curve during the pull-out process were obtained. On this basis, a UHPC mesoscopic finite element model considering the random distribution of steel fibers was established, and the effects of the fiber and matrix characteristics on the crack development characteristics and tensile properties of UHPC were determined. The main conclusions are as follows.<list list-type="simple">
<list-item>
<p>1) The exponential cohesive model with a softening coefficient of &#x2013;1 could characterize the interface behavior between the steel fiber and UHPC matrix. The UHPC meso-finite element model containing randomly distributed steel fibers established by the Monte Carlo method could simulate the crack development in the UHPC specimens and obtain the mechanical properties of the specimens.</p>
</list-item>
<list-item>
<p>2) Fiber debonding in UHPC is a gradually developing process, and the process is as follows: non-debonding, partial debonding, two-way debonding, and full debonding. In the fiber segment without debonding, the interfacial shear stress was distributed exponentially. When the debonding was fully developed, two-way debonding occurred in the&#x20;fiber.</p>
</list-item>
<list-item>
<p>3) With randomly distributed fibers, the main propagation mode of cracks in UHPC was that the cracks bypassed the fiber-dense area and extended to the fiber-sparse area, and the crack propagation path was mainly affected by the fiber distribution. The distribution of fibers had significant effects on the tensile strength and peak strain of UHPC; most fibers in the tensile zone were involved in resisting tensile stress.</p>
</list-item>
<list-item>
<p>4) When the fiber inclination angle was in the range of 15&#xb0;&#x2013;30&#xb0;, the UHPC had the best comprehensive tensile properties. When the fiber volume content was greater than 2.5%, the UHPC exhibited multi-cracking and strain-hardening characteristics. When the fiber length was greater than 15.5 mm, the energy consumption of crack development was large, and the UHPC also exhibited the characteristics of multi-cracking and strain hardening.</p>
</list-item>
<list-item>
<p>5) As the interface strength increased, the tensile strength, peak strain, and toughness of the specimen increased accordingly. However, the interface strength had no effect on the crack propagation path of the UHPC. The higher the strength of the UHPC matrix, the greater the cracking resistance of the steel fibers that can be achieved. The UHPC matrix with a strength greater than or equal to 7&#xa0;MPa was more suitable for use with ultra-high-strength steel fibers.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>ZY and MA contributed to the conception of the study. WL performed the numerical simulation. ZY and WL performed the data analyses and wrote the manuscript. YW helped perform the analysis with constructive discussions. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>The authors gratefully acknowledge the financial support from the Fundamental Research Funds for the Central Universities (Grant No. 2019JBM089), the National Natural Science Foundation of China (Grant No. 52108189), and the National Natural Science Foundation of China (Grant No. 51878033).</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abrishambaf</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Pimentel</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nunes</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A Meso-Mechanical Model to Simulate the Tensile Behaviour of Ultra-high Performance Fibre-Reinforced Cementitious Composites</article-title>. <source>Compos. Structures</source> <volume>222</volume>, <fpage>110911</fpage>. <pub-id pub-id-type="doi">10.1016/j.compstruct.2019.110911</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cunha</surname>
<given-names>V. M. C. F.</given-names>
</name>
<name>
<surname>Barros</surname>
<given-names>J.&#x20;A. O.</given-names>
</name>
<name>
<surname>Sena-Cruz</surname>
<given-names>J.&#x20;M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>A Finite Element Model with Discrete Embedded Elements for Fibre Reinforced Composites</article-title>. <source>Comput. Structures</source> <volume>94-95</volume>, <fpage>22</fpage>&#x2013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.1016/j.compstruc.2011.12.005</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deng</surname>
<given-names>Z. C.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>Q.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Fracture Performance of Hybrid Fiber Reactive Powder concrete</article-title>. <source>J.&#x20;Build Mater.</source> <volume>19</volume> (<issue>01</issue>), <fpage>14</fpage>&#x2013;<lpage>21</lpage>. </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ellis</surname>
<given-names>B. D.</given-names>
</name>
<name>
<surname>Mcdowell</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Simulation of Single Fiber Pullout Response with Account of Fiber Morphology</article-title>. <source>Cement and Concrete Composites</source> <volume>48</volume>, <fpage>42</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/j.cemconcomp.2014.01.003</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kueres</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Stark</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Herbrand</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Classen</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Numerische Abbildung von Beton mit einem plastischen Sch&#xe4;digungsmodell - Grundlegende Untersuchungen zu Normalbeton und UHPC/Finite element simulation of concrete with a plastic damage model - Basic studies on normal strength concrete and UHPC</article-title>. <source>Bauingenieur</source> <volume>90</volume>, <fpage>252</fpage>&#x2013;<lpage>264</lpage>. <pub-id pub-id-type="doi">10.37544/0005-6650-2015-06-44</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>S.-T.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J.-K.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Pullout Behavior of Inclined Steel Fiber in an Ultra-high Strength Cementitious Matrix</article-title>. <source>Construction Building Mater.</source> <volume>24</volume> (<issue>10</issue>), <fpage>2030</fpage>&#x2013;<lpage>2041</lpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2010.03.009</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leung</surname>
<given-names>C. K. Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>V. C.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Effect of Fiber Inclination on Crack Bridging Stress in Brittle Fiber Reinforced Brittle Matrix Composites</article-title>. <source>J.&#x20;Mech. Phys. Sol.</source> <volume>40</volume> (<issue>6</issue>), <fpage>1333</fpage>&#x2013;<lpage>1362</lpage>. <pub-id pub-id-type="doi">10.1016/0022-5096(92)90018-w</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lubliner</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Oliver</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Oller</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>O&#xf1;ate</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>1989</year>). <article-title>A Plastic-Damage Model for concrete</article-title>. <source>Int. J.&#x20;Sol. Structures</source> <volume>25</volume> (<issue>3</issue>), <fpage>299</fpage>&#x2013;<lpage>326</lpage>. <pub-id pub-id-type="doi">10.1016/0020-7683(89)90050-4</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malena</surname>
<given-names>B. M.</given-names>
</name>
<name>
<surname>Emmanuel</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Eugen</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Effect of Fiber Orientation on the In-Plane Tensile Response of UHPFRC Reinforcement Layers</article-title>. <source>Cem Concr Compos.</source> <volume>67</volume>, <fpage>111</fpage>&#x2013;<lpage>125</lpage>. </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montero-Chac&#xf3;n</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Cifuentes</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Medina</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Mesoscale Characterization of Fracture Properties of Steel Fiber-Reinforced Concrete Using a Lattice-Particle Model</article-title>. <source>Materials</source> <volume>10</volume> (<issue>2</issue>), <fpage>207</fpage>. <pub-id pub-id-type="doi">10.3390/ma10020207</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peng</surname>
<given-names>G. F.</given-names>
</name>
<name>
<surname>Niu</surname>
<given-names>X. J.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>Y. L.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Influence of Special-Shaped Steel Fiber on Strengthening and Toughening of Ultra High Performance concrete</article-title>. <source>J.&#x20;Build Mater.</source> <volume>19</volume> (<issue>06</issue>), <fpage>1013</fpage>&#x2013;<lpage>1018</lpage>. </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pyo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Alkaysi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>El-Tawil</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Crack Propagation Speed in Ultra High Performance concrete (UHPC)</article-title>. <source>Construction Building Mater.</source> <volume>114</volume>, <fpage>109</fpage>&#x2013;<lpage>118</lpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2016.03.148</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Z. J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Pullout Behavior of Straight and Hooked-End Steel Fibers in UHPC Matrix with Various Embedded Angles</article-title>. <source>Construction Building Mater.</source> <volume>191</volume>, <fpage>764</fpage>&#x2013;<lpage>774</lpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2018.10.067</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shafieifar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Farzad</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Azizinamini</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Experimental and Numerical Study on Mechanical Properties of Ultra High Performance concrete (UHPC)</article-title>. <source>Construction Building Mater.</source> <volume>156</volume>, <fpage>402</fpage>&#x2013;<lpage>411</lpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2017.08.170</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Fang</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>A Review on Ultra High Performance concrete: Part I. Raw Materials and Mixture Design</article-title>. <source>Construction Building Mater.</source> <volume>101</volume>, <fpage>741</fpage>&#x2013;<lpage>751</lpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2015.10.088</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tsai</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Patra</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wetherhold</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Finite Element Simulation of Shaped Ductile Fiber Pullout Using a Mixed Cohesive Zone/friction Interface Model</article-title>. <source>Compos. A. Appl. Sci. Manuf</source> <volume>36</volume> (<issue>6</issue>), <fpage>827</fpage>&#x2013;<lpage>838</lpage>. </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hallinan</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wille</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Effect of Loading Rates on Pullout Behavior of High Strength Steel Fibers Embedded in Ultra-high Performance concrete</article-title>. <source>Cement and Concrete Composites</source> <volume>70</volume>, <fpage>98</fpage>&#x2013;<lpage>109</lpage>. <pub-id pub-id-type="doi">10.1016/j.cemconcomp.2016.03.014</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>X.-P.</given-names>
</name>
<name>
<surname>Needleman</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Numerical Simulations of Fast Crack Growth in Brittle Solids</article-title>. <source>J.&#x20;Mech. Phys. Sol.</source> <volume>42</volume> (<issue>9</issue>), <fpage>1397</fpage>&#x2013;<lpage>1434</lpage>. <pub-id pub-id-type="doi">10.1016/0022-5096(94)90003-5</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yin</surname>
<given-names>Z. G.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Test Study of Fracture Mechanical Properties of Reactive Powder concrete with Additives</article-title>. <source>Amr</source> <volume>904</volume>, <fpage>3</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.4028/www.scientific.net/amr.904.3</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yoo</surname>
<given-names>D.-Y.</given-names>
</name>
<name>
<surname>Banthia</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Mechanical and Structural Behaviors of Ultra-high-performance Fiber-Reinforced concrete Subjected to Impact and Blast</article-title>. <source>Construction Building Mater.</source> <volume>149</volume>, <fpage>416</fpage>&#x2013;<lpage>431</lpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2017.05.136</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuan</surname>
<given-names>H. Y.</given-names>
</name>
</person-group> (<year>2009</year>). <source>Theoretical Analysis and Experimental Research on Tensile Performance of Reinforced Reactive Powder Concrete</source> <publisher-loc>Beijing</publisher-loc>: <publisher-name>Beijing Jiaotong University</publisher-name>.</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>R. D.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>C. G.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>F. H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y. B.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Research Progress on Application of Steel Fiber in Ultra High Performance concrete</article-title>. <source>China J.&#x20;Highw. Transport</source> <volume>34</volume> (<issue>8</issue>), <fpage>1</fpage>&#x2013;<lpage>22</lpage>. </citation>
</ref>
<ref id="B25">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>C. B.</given-names>
</name>
</person-group> (<year>2017</year>). <source>Study on the Uniaxial Compressive Performance of Reactive Powder concrete</source>. <publisher-loc>Changsha</publisher-loc>: <publisher-name>Hunan University</publisher-name>. </citation>
</ref>
</ref-list>
</back>
</article>