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			<titleStmt><title level='a'>Capillary-driven indentation of a microparticle into a soft, oil-coated substrate</title></titleStmt>
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				<date>01/01/2020</date>
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				<bibl> 
					<idno type="par_id">10157771</idno>
					<idno type="doi">10.1039/D0SM00296H</idno>
					<title level='j'>Soft Matter</title>
<idno>1744-683X</idno>
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					<author>Justin D. Glover</author><author>Jonathan T. Pham</author>
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			<abstract><ab><![CDATA[Small scale contact between a soft, liquid-coated layer and a stiff surface is common in many situations, from synovial fluid on articular cartilage to adhesives in humid environments. Moreover, many model studies on soft adhesive contacts are conducted with soft silicone elastomers, which possess uncrosslinked liquid molecules (              i.e.              silicone oil) when the modulus is low. We investigate how the thickness of a silicone oil layer on a soft substrate relates to the indentation depth of glass microspheres in contact with crosslinked PDMS, which have a modulus of <10 kPa. The particles indent into the underlying substrate more as a function of decreasing oil layer thickness. This is due to the presence of the liquid layer at the surface that causes capillary forces to pull down on the particle. A simple model that balances the capillary force of the oil layer and the minimal particle–substrate adhesion with the elastic and surface tension forces from the substrate is proposed to predict the particle indentation depth.]]></ab></abstract>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head>Introduction</head><p>Small scale contact with a soft, liquid-coated surface is common in many natural and industrial processes. In many cases, the presence of the liquid layer is critical for the system to perform its function. For example, synovial fluid in joints helps to reduce friction of contacting articular cartilage. <ref type="bibr">1,</ref><ref type="bibr">2</ref> In nature, insects often rely on small scale adhesion with liquid layers; an oily secretion from small structures on insect feet leads to capillary-enhanced adhesion. <ref type="bibr">[3]</ref><ref type="bibr">[4]</ref><ref type="bibr">[5]</ref><ref type="bibr">[6]</ref><ref type="bibr">[7]</ref> This type of mechanism has been exploited for developing bioinspired adhesives. <ref type="bibr">[8]</ref><ref type="bibr">[9]</ref><ref type="bibr">[10]</ref> The importance of liquid capillarity on small scales is also demonstrated in mechanical characterization methods like atomic force microscopy; in a humid environment, condensation around the tip causes a downward capillary force on the cantilever. <ref type="bibr">11,</ref><ref type="bibr">12</ref> However, capillarity can come from a solid when the contact is small on a sufficiently soft substrate. Small and soft is defined by the elastocapillary length &#119871; &#119864;&#119862; = &#933;/&#119864;, where &#933; is the surface tension of the solid and &#119864; is the Young's modulus. When the characteristic size scales are near &#119871; &#119864;&#119862; , surface forces have a significant effect relative to elastic restoring forces. <ref type="bibr">[13]</ref><ref type="bibr">[14]</ref><ref type="bibr">[15]</ref><ref type="bibr">[16]</ref><ref type="bibr">[17]</ref><ref type="bibr">[18]</ref><ref type="bibr">[19]</ref><ref type="bibr">[20]</ref><ref type="bibr">[21]</ref><ref type="bibr">[22]</ref><ref type="bibr">[23]</ref><ref type="bibr">[24]</ref><ref type="bibr">[25]</ref><ref type="bibr">[26]</ref> Hence, it would be beneficial to investigate a situation that includes both liquid and solid capillarity.</p><p>Recently, there has been a growing interest in the role of solid capillary forces for small scale adhesion and contact of soft materials. From an experimental perspective, many studies on elastocapillary surface deformations are conducted with soft crosslinked silicones (e.g. polydimethylsiloxane, PDMS). These materials often possess a significant fraction of uncrosslinked molecules (e.g. silicone oil), which can diffuse out of the network. <ref type="bibr">13,</ref><ref type="bibr">[27]</ref><ref type="bibr">[28]</ref><ref type="bibr">[29]</ref><ref type="bibr">[30]</ref> This modifies the contact behavior by introducing liquid molecules. For example, these oil molecules are able to transfer from a PDMS surface to a contacting indenter, reducing the adhesion or friction between the surfaces. <ref type="bibr">28,</ref><ref type="bibr">31</ref> Near the elastocapillary scale, oil molecules have been reported to form a pure liquid zone near the contact line, allowing for lower deformations of the elastic network while accommodating the interfacial tensions. <ref type="bibr">13,</ref><ref type="bibr">27,</ref><ref type="bibr">32</ref> Although the interaction of a stiff microsphere with low surface tension silicone oil or with soft solid PDMS has become fairly well described, a mixed contact including both liquid and solid is less understood. When a glass microsphere is placed on an oil layer supported by a stiff substrate, the silicone oil is drawn up the surface of the glass sphere to lower the interfacial tension; that is, the sphere becomes engulfed in the liquid and the interfacial tensions define the height of the meniscus. If the oil is transformed into a soft elastomer by crosslinking, a resistance to wetting the microparticle arises in the form of elasticity; this leads to a reduction in the height of the meniscus forming around the sphere. Adhesion between the microsphere and the crosslinked network promotes contact, whereas elastic restoring forces oppose it. Near &#119871; &#119864;&#119862; , it has been shown that solid surface tension also resists indentation while pure oil zones can promote indentation. Capillary forces from an immiscible liquid have also been shown to increase adhesion between two soft solids. <ref type="bibr">33,</ref><ref type="bibr">34</ref> However, it is not clear how the amount of a low surface tension oil near the surface affects indentation of a small microparticle due to liquid capillarity.</p><p>Here we systematically investigate the indentation of glass microspheres placed on a low modulus elastomeric surface while controlling the amount of oil of the same composition. We create a layer of excess uncrosslinked molecules on the surface prior to depositing microspheres. This is distinct from prior studies on adhesion and wetting where uncrosslinked molecules are pulled from the network, and can provide insight on the effect of free chains on the contact behaviour. <ref type="bibr">13,</ref><ref type="bibr">27,</ref><ref type="bibr">30,</ref><ref type="bibr">32</ref> By varying the thickness of the oil layer, we find that the indentation depth depends on how thick the layer is relative to the particle size. Our results fit reasonably well with an analytical model based on the elastic deformation and solid surface tension of the substrate, balanced by the capillary forces of the oil layer. In our experiments, glass microspheres with a radius range of &#119877; &#8776; 9-31 &#181;m are sprinkled onto a soft PDMS surface coated with a layer of silicone oil. We first prepare a soft PDMS substrate using Sylgard 184 at a base to crosslinker ratio of 60 to 1. This mixing ratio yields a Young's modulus on the order of a few kPa <ref type="bibr">13,</ref><ref type="bibr">29,</ref><ref type="bibr">35,</ref><ref type="bibr">36</ref> and contains ~60% free chains. <ref type="bibr">29</ref> The surface is prepared by spin-coating the uncured mixture on a glass coverslip to a thickness of &#119905; &#119904;&#119900;&#119897;&#119894;&#119889; ~90 &#181;m (Fig. <ref type="figure">1A</ref> and Fig. <ref type="figure">S1</ref>) and then cured; this is sufficiently thin to obtain high quality confocal images with an inverted microscope looking through the sample. Conversely, since the values of the relative contact size and indentation depth &#119886; &#119904;&#119900;&#119897;&#119894;&#119889; /&#119905; &#119904;&#119900;&#119897;&#119894;&#119889; and &#120575;/&#119905; &#119904;&#119900;&#119897;&#119894;&#119889; are small, we expect this to be sufficiently thick to neglect the finite thickness. <ref type="bibr">13,</ref><ref type="bibr">27,</ref><ref type="bibr">[37]</ref><ref type="bibr">[38]</ref><ref type="bibr">[39]</ref><ref type="bibr">[40]</ref> To investigate the effect of oil layer thickness on the indentation behaviour, we spin coat the uncured Sylgard 184 base (e.g. silicone oil) on top of the cured PDMS (Fig. <ref type="figure">1B</ref>) with thicknesses ranging from 3 to 40 &#956;m (Fig. <ref type="figure">S1</ref>); this allows for probing a range of oil layer thicknesses relative to the polydisperse particles. To be able to visualize the PDMS network and the liquid top layer, a fluorescein fluorescent monomer is incorporated into the crosslinking reaction, and we mix a different Nile red fluorescent dye into the top oil layer. The modulus of 60 to 1 Sylgard 184 with the fluorescent dye is measured by shear rheology to be &#119864; &#8776;3.5 &#177; 0.5 kPa (Fig. <ref type="figure">S2</ref>). This is similar to previously reported moduli, confirming the dye has a negligible effect on the modulus. Additionally, these two dyes have relatively small overlap in their emission wavelengths. Glass microspheres are then sprinkled onto the surface and a cross-sectional image is obtained using confocal microscopy (Figure <ref type="figure">1C</ref>, left). From the confocal images, we make measurements of the microsphere radius, &#119877;; the oil contact radius, &#119886; &#119897;&#119894;&#119902;&#119906;&#119894;&#119889; ; the substrate contact radius, &#119886; &#119904;&#119900;&#119897;&#119894;&#119889; ; the indentation depth into the substrate, &#120575;; the as-coated oil layer thickness, &#119905;; and the angle of oil contact relative to the horizontal, &#120573; (Figure <ref type="figure">1C</ref>, right). By measuring these parameters, we expect to be able to describe and verify the contact behaviour.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Results and discussion</head><p>When a microsphere is placed on a PDMS surface with a thin oil layer, a liquid meniscus forms and the particle indents into the underlying crosslinked substrate. This is demonstrated in Figure <ref type="figure">2A</ref>, which shows a ~35 &#181;m diameter glass microsphere in contact with a soft PDMS substrate (yellow) having a ~3 &#956;m oil layer (green). On the other hand, Figure <ref type="figure">2B</ref> shows a similarly sized particle with an oil layer that is the same thickness as the sphere diameter (e.g. &#119905; &#8776; 2&#119877;). Unlike in Figure <ref type="figure">2A</ref>, the sphere does not visibly indent into the underlying crosslinked network. </p></div>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head>Please do not adjust margins</head><p>In the other limiting case where no oil layer is present, we find that the particle has a large indentation depth and a large contact area with the network, as illustrated in Figure <ref type="figure">2C</ref>. When no oil layer is present, the relative indentation depth &#120575;/(2&#119877;) increases as the particle size decreases (Fig. <ref type="figure">S3</ref>). This is consistent with prior results on elastocapillary scale contact showing that indentation is size dependent. <ref type="bibr">14</ref> In the following, we focus on the indentation as a function of the relative oil layer thickness, &#119905;/(2&#119877;).</p><p>To quantitatively understand how a microparticle indents into an oil-coated surface, we plot the relative indentation depth as a function of the relative oil thickness (Fig. <ref type="figure">2D</ref>). Additional confocal images of microspheres on surfaces with various oil layer thicknesses are provided in Figure <ref type="figure">S4</ref>. These results show that microspheres indent into the crosslinked network less as the relative oil layer thickness increases. When &#119905;/(2&#119877;) &#8805; 1, the particle does not indent. Additionally, to test if there is a size dependence on the indentation, we label the particle sizes within a relatively constant &#119905;/(2&#119877;) range and see if a trend exists in &#120575;/(2&#119877;) (Fig. <ref type="figure">S5</ref>). The lack of an obvious trend between depth and particle size illustrates that the relative oil layer thickness is the dominating factor on the indentation and not the particle size. Therefore, a thin oil layer at the surface transitions the contact from size-dependent (no oil layer) to size-independent (with oil layer).</p><p>The results in Figure <ref type="figure">2</ref> illustrate that the oil layer thickness dictates how deep the particle indents into the substrate. This suggests that capillary forces from the oil layer push down on the particle and that the magnitude relates to the oil layer thickness. Since the microsphere is static, the sum of all forces, &#119865; &#119905;&#119900;&#119905;&#119886;&#119897; , acting on the microsphere must be zero. To describe the indentation, we start by writing out the total force to include the capillary force pushing the microsphere into the surface, <ref type="bibr">41</ref> the adhesion between the particle and the surface, and the elasticity with the JKR model:</p><p>where &#119864; is the Young's modulus and &#120574; is the liquid oil surface tension. It should be noted that we assume a Poisson's ratio of 0.5 for the PDMS substrate and an infinitely stiff modulus for the glass compared to the PDMS. Moreover, since we are working on small scales, gravity and buoyancy are negligible relative to surface forces. For example, the predicted nonadhesive indentation for our largest sphere under only gravitational force is &#120575; 2&#119877; &#8260; ~0.003. By setting Equation 1 to zero and rearranging for &#948;, we obtain an expression to predict the particle indentation that includes elasticity and adhesion from JKR balanced by the oil layer capillary force:</p><p>where we take &#119864; = 3.5 kPa for the PDMS substrate and &#120574; = 20 mN/m for the silicone oil. <ref type="bibr">13,</ref><ref type="bibr">27,</ref><ref type="bibr">42</ref> Using experimentally measured values for &#119886; &#119897;&#119894;&#119902;&#119906;&#119894;&#119889; and &#120573;, we compare &#120575; from Equation 2 to our measured indentation depths (Fig. <ref type="figure">3A</ref>). We find that Equation 2 predicts a higher indentation depth than experimentally measured; therefore, a non-existing downward force or a missing upward force is not being accounted for.</p><p>To consider if the adhesive force in the JKR model is appropriate for our experiments, we investigate the amount of adhesion at the interface. We explore the adhesion using an atomic force microscope (AFM) with a ~20 &#956;m diameter colloidal probe prepared from the same batch of microspheres. In Figure <ref type="figure">3B</ref>, we display a series of confocal images illustrating a small amount of adhesion between the colloidal probe and the network. In the first image (Fig. <ref type="figure">3Bi</ref>), the microsphere is held above the oil-coated soft substrate. The microsphere is then pressed into the substrate at a rate of 2 &#956;m/s to a relative depth of ~0.2 (Fig. <ref type="figure">3Bii</ref>). This indentation depth is chosen to be similar to the recorded indentation depth of free microspheres. The sphere is held for 5 minutes and then retracted at the same rate (Fig. <ref type="figure">3Biii</ref> and<ref type="figure">iv</ref>). As the sphere is retracted, only a small amount of network pull up is observed (Fig. <ref type="figure">3Biii</ref>), which is indicative of minimal adhesion. This result illustrates that the oil layer partially blocks adhesive network contact. We note that upon Please do not adjust margins Please do not adjust margins initial contact with the oil layer, a meniscus is formed as the oil comes up to contact the cantilever and generates a large force; this liquid capillarity dominates the measured forces on the AFM and makes it difficult to decouple network adhesion from oil capillarity. This is a natural challenge with colloidal probes where the top of the particle must be glued to a cantilever. However, it does not change the qualitative result of finding a small amount of adhesion at the sphere-network interface.</p><p>Since minimal adhesion occurs in the contact, we remove the adhesive component and balance the capillary force against the Hertz model in the total force equation:</p><p>To compare our experiments to Equation 3, we set the total force to zero and solve for &#120575;:</p><p>Using measured values for &#119886; &#119897;&#119894;&#119902;&#119906;&#119894;&#119889; , &#120573;, and &#119886; &#119904;&#119900;&#119897;&#119894;&#119889; , we compare our measured &#120575; to that predicted by Equation <ref type="formula">4</ref>(Fig. <ref type="figure">3A</ref>). Predicted values from Equation <ref type="formula">4</ref>are shifted slightly compared to Equation 2 but are still far from capturing the experimental results. It should be noted that the JKR prediction reduces back to the Hertz prediction when no adhesion is present. Since Equation 2 and Equation 4 are not significantly the JKR model is reducing toward the Hertz contact.</p><p>It has been previously reported that indentation of microspheres near the elastocapillary scale do not fit JKR due to the importance of solid surface stress. <ref type="bibr">13,</ref><ref type="bibr">14,</ref><ref type="bibr">21,</ref><ref type="bibr">27,</ref><ref type="bibr">40,</ref><ref type="bibr">43</ref> This solid surface tension leads to an additional force that resists deformation during indentation. Therefore, we also consider a solid surface tension term. By calculating the change in the area of a flat plane when indented to form a spherical cap, the force needed to create the additional surface is given as &#119865; &#119904;&#119906;&#119903;&#119891;&#119886;&#119888;&#119890; &#8776; 2&#120587;&#120566;&#120575;, which can be incorporated into Equation 1 or Equation 3. <ref type="bibr">13,</ref><ref type="bibr">14</ref> Here we first incorporate it into Equation 1 to provide a more universal expression that includes elasticity and surface stress that resist indentation, as well as adhesion and liquid capillary forces that promote indentation:</p><p>This equation is similar to one previously proposed, <ref type="bibr">13</ref> but separates the contact radius to the solid and liquid (&#119886; &#119904;&#119900;&#119897;&#119894;&#119889; and &#119886; &#119897;&#119894;&#119902;&#119906;&#119894;&#119889; ) since we are able to experimentally visualize these contact lengths. Equation 5 is then rearranged and solved for the indentation depth:</p><p>Equation 6 can be further simplified by replacing the variable &#120573; with the liquid contact radius and the sphere radius by using the trigonometric relation:</p><p>This geometric relation is described schematically in Figure <ref type="figure">S6</ref> and allows us to use the more easily measurable &#119886; &#119897;&#119894;&#119902;&#119906;&#119894;&#119889; instead of the horizontal angle &#120573;. Additionally, in our experiments the total net force is zero, which yields:</p><p>The indentation depth predicted by Equation <ref type="formula">8</ref>is compared to the measured indentation depth by using measured contact geometries (Fig. <ref type="figure">4A</ref>). Here we approximate the solid surface tension to be the same as the liquid tension, &#933; = 20 mN/m. <ref type="bibr">27</ref> It was recently shown in a numerical study that the solid surface tension of a soft solid and a polymer melt are similar until high strains are reached. <ref type="bibr">44</ref> We do not expect the strains to be large enough to significantly modify &#933;. The predicted values overlay closely to the measured indentation depth without any fitting parameters. However, this equation includes an adhesive component that did not significantly change the predicted indentation depth when comparing Equations 2 and 4 (Fig. <ref type="figure">3A</ref>); therefore, the adhesive component of Equation 5 may be able to be removed in our specific case.</p><p>By balancing liquid capillary force with the Hertz model and solid surface tension, we come to a total force equation specific to the case of no network adhesion:</p><p>Here we assume that the depth follows the Hertz relation &#120575; = &#119886; &#119904;&#119900;&#119897;&#119894;&#119889; 2 &#119877; &#8260; to simplify the algebraic expression. <ref type="bibr">45</ref> Solving this equation for the indentation depth yields:</p><p>Equation 10 also shows a reasonable overlay of the measured data without any fitting parameters (Fig. <ref type="figure">4A</ref>). The oil layer effectively screens network adhesion and the solid contact behaviour can follow a Hertzian description. This is consistent with others commonly fitting results to Hertzian contact when Please do not adjust margins Please do not adjust margins indenting soft solids in submerged liquid environments. <ref type="bibr">46,</ref><ref type="bibr">47</ref> Interestingly, this reveals that a Hertzian type contact can also require solid surface tension when adhesion is not a dominating factor.</p><p>By looking at the predicted values from Equation 10 (modified Hertz), we observed more deviation from the experimental measurements than with Equation 8 (modified JKR). To investigate the possible reason, we considered if the work of adhesion &#119908; from Equation 5 is zero. Equation 5 is rewritten to include the work of adhesion term as &#119865; =</p><p>&#8260; + 2&#120587;&#120566;&#120575; -2&#120587;&#120574;&#119886; &#119897;&#119894;&#119902;&#119906;&#119894;&#119889; &#119904;&#119894;&#119899;&#120573; and then solved for &#119908; with the measured contact geometry (Fig. <ref type="figure">4B</ref>). Although the majority of the calculated &#119960; are zero, some have values of up to ~3 mN/m. This is indeed small but nonzero, and these data points are the ones that deviate more from our experimental measurements of indentation depth. These discrepancies may arise from resolution limits in our measurements or from inhomogeneities at the contacting interface. For example, a few points of network-microsphere contact may form, leading to adhesion within the substrate-particle contact zone. However, since the glass surface is already coated with oil as it contacts the substrate, the interfacial energy that would drive the network to form an adhesive ridge is reduced. The results in Figure <ref type="figure">4</ref> illustrate that Equation 8 is more universal for capturing the indentation depth and Equation 10 is valid only when the apparent work of adhesion is zero.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Conclusion</head><p>In summary, we have shown that the presence of a thin oil layer leads to the formation of an oil meniscus around a microsphere, which relates to a downward capillary force. This suggests that the addition of an oil layer transitions the balance of forces from solid adhesion dominated to liquid capillary dominated. We find that the downward capillary force reduces as the thickness of the oil layer increases. A model that includes elasticity, adhesion, surface stress, and liquid capillary forces is able to capture the experimental results. Moreover, when a thin oil layer is present, solid adhesion is minimized and a modified Hertz model that includes solid surface tension can be balanced against the capillary forces of the oil. Under these conditions, some network chains may still be able to make contact with the microsphere, which might lead to small amounts of adhesion.</p><p>Understanding small scale contact on a soft oil-coated surface, as described here, is expected to be beneficial for bioinspired adhesives, <ref type="bibr">8,</ref><ref type="bibr">48,</ref><ref type="bibr">49</ref> soft tribology, <ref type="bibr">12,</ref><ref type="bibr">31,</ref><ref type="bibr">[50]</ref><ref type="bibr">[51]</ref><ref type="bibr">[52]</ref><ref type="bibr">[53]</ref><ref type="bibr">[54]</ref><ref type="bibr">[55]</ref><ref type="bibr">[56]</ref><ref type="bibr">[57]</ref><ref type="bibr">[58]</ref><ref type="bibr">[59]</ref><ref type="bibr">[60]</ref> soft robotics, <ref type="bibr">61,</ref><ref type="bibr">62</ref> and antifouling self-cleaning coatings.  <ref type="bibr">48</ref> The two parts were mixed in a ratio of 60 to 1 base to crosslinker and degassed under vacuum to remove any trapped air, ~30 minutes. The solution was spin coated on a glass coverslip at 800 RPM for 60 seconds to achieve a thickness of ~90 &#956;m. Other RPMs can be used to increase or decrease the thickness (Fig. <ref type="figure">S1</ref>). An RPM of 800 was chosen to maximize the thickness of the PDMS while maintaining the resolution using an optically correctable objective. The coverslip with the uncured PDMS is cured in an oven at 65 &#176;C for 48 hours. Fluorescein diacrylate addition. ~0.005 g of fluorescein diacrylate was dissolved in a minimal amount of chloroform (~1 mL) and added to ~7 g of Sylgard 184 base. The concentration of the fluorescein diacrylate in the base was approximately ~0.5 mg/g. Next, the solution was placed in an oven at 65 &#176;C to evaporate the added chloroform. After 4 days the weight of the solution stabilized, indicating that all the chloroform was removed (Fig. <ref type="figure">S7</ref>). Then, the base with the Please do not adjust margins Please do not adjust margins fluorescein diacrylate was used in the PDMS preparation processes described above. Fluorescein diacrylate was chosen as the dye for the substrate because it is expected to react with the vinyl-terminated ends of the prepolymer base.</p><p>Silicone oil layer. Nile red was dissolved in chloroform and added to Sylgard 184 base in the concentration of approximately 5 &#181;g Nile red/1 g Sylgard 184 base. The solution was heated in an oven at 65 &#176;C until all the chloroform was evaporated. To form the oil layers on the surface of the PDMS, the Sylgard 184 base with Nile red was spin coated on the surface of cured PDMS at various RPMs and durations. As a baseline, 6000 RPM for 120 seconds produced an oil layer of approximately 8 microns (Fig. <ref type="figure">S1</ref>).</p><p>Characterization. Modulus. 60 to 1 Sylgard 184 dyed with fluorescein diacrylate was prepared following the previously described procedure but was cured in a 35 mm diameter Petri dish to form ~1 mm thick samples. Four samples were made from 2 different batches of 60 to 1 Sylgard 184. The samples were using a TA Instruments Discovery HR-2 rheometer using 25 mm parallel plates. The storage modulus of each sample was tested to a strain of 0.5% at a rate of 0.01 rad/s after confirming this strain was in the linear region of a strain sweep for each sample (Fig. <ref type="figure">S2</ref>). The Young's modulus was then calculated from the shear storage modulus by assuming a Poisson's ratio of 0.5.</p><p>Imaging via confocal microscopy. Individual microspheres, sprinkled on the samples of oil-coated surfaces, were imaged using a Leica SP8 inverted confocal microscope with a piezo driven 40x air objective. Once oil was spin coated onto a sample and particles sprinkled, the sample was left to equilibrate for 30 minutes. Images of the microspheres were captured within the next 30 minutes, which was between 30 minutes and 1 hour of spin coating the oil layer and depositing the microspheres. This timeframe is chosen to mitigate concerns of oil swelling into the network and dye diffusion between oil and network phases (Fig. <ref type="figure">S8</ref>) while allowing the contact geometry to reach a state that is not significantly changing. Microspheres were selected that were ~1 mm from another microsphere to avoid affects from other microspheres.</p><p>Image analysis. The confocal images were analyzed using ImageJ. A sphere was fit to the shape of the particle in the image, and the distance from the lowest point of the sphere to the top of the PDMS network outside the contact zone was recorded as the indentation depth. For samples containing an oil layer, the height of the oil was determined by measuring the top of the network to the top of the oil outside of the meniscus of the oil caused by the particle.</p><p>Colloidal probe microscopy. A JPK Nanowizard 4 was used to perform AFM adhesion tests. A ~20 &#956;m diameter glass sphere from the microspheres used in the free particle test was attached to a tipless cantilever with a 31.7 N/m stiffness using high strength epoxy. The indentation and pull-off rates were 2 &#956;m/s. The particle was pressed into the substrate to a relative indentation depth of ~0.2 and held for 5 minutes before pulloff.</p></div><note xmlns="http://www.tei-c.org/ns/1.0" place="foot" xml:id="foot_0"><p>This journal is &#169; The Royal Society of Chemistry 20xx J. Name., 2013, 00, 1-3 | 3</p></note>
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