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			<titleStmt><title level='a'>Bubble-Printed Microscale Silver Thermistors</title></titleStmt>
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				<publisher>American Chemical Society</publisher>
				<date>05/02/2024</date>
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					<idno type="par_id">10563138</idno>
					<idno type="doi">10.1021/acs.jpcc.4c00598</idno>
					<title level='j'>The Journal of Physical Chemistry C</title>
<idno>1932-7447</idno>
<biblScope unit="volume">128</biblScope>
<biblScope unit="issue">17</biblScope>					

					<author>Anand Swain</author><author>Pavana Siddhartha Kollipara</author><author>Yuebing Zheng</author>
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			<abstract><ab><![CDATA[Microscale temperature sensing and control are essential in various applications. Thermistors are widely utilized for temperature sensing owing to their simple design and high sensitivity. The future of thermistors lies in miniaturization and integration in highly customizable and sustainable electronics. Moreover, the ever-reducing size of the transistors requires the thermistors to scale down proportionally, without any compromise to its functionality. However, fabricating microscale thermistors exhibiting high accuracy and repeatable measurements has been challenging for state-of-the-art device miniaturization. Here, we develop versatile printing of microscale thermistors from silver fluoride solution by exploiting laser-induced opto-thermal microbubbles. The microscale temperature gradients on the bubble surface create an enhanced concentration of silver ions around the bubble to enable high-resolution printing of submicrometer structures with low-concentration precursors and low wastage. We demonstrate the bubble printing of thermistor arrays with both positive and negative thermal coefficients by exploiting the size effect on the electrical conductivity. We further investigate the sensing performance and long-term stability of the printed thermistors and conclude that the bubble-printed thermistors exhibit high-resolution sensing capabilities with long-term stability, promising enhanced performance in medical and semiconductor applications.]]></ab></abstract>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head n="1.">INTRODUCTION</head><p>Temperature control at the microscale plays a vital role across various domains, including biology, 1,2 agriculture, <ref type="bibr">3</ref> energy storage, <ref type="bibr">4</ref> and microflow environments, where accurate microscale sensing is crucial to monitor these changes. <ref type="bibr">[5]</ref><ref type="bibr">[6]</ref><ref type="bibr">[7]</ref> Commonly employed methods include thermistors, <ref type="bibr">8,</ref><ref type="bibr">9</ref> microthermocouples, <ref type="bibr">10,</ref><ref type="bibr">11</ref> and optical interferometry. <ref type="bibr">12,</ref><ref type="bibr">13</ref> Thermistors are popular in microscale temperature-sensing applications as their small size, simple design, and rapid response time make them ideal candidates for integration in a wide array of applications where precise and localized measurements are needed, especially in the semiconductor industry. <ref type="bibr">14,</ref><ref type="bibr">15</ref> Thermistors are traditionally categorized as either PTC (positive thermal coefficient) or NTC (negative thermal coefficient) based on the change in resistivity with temperature change. PTC thermistors are typically composed of conductive metals or doped ceramics, while NTC thermistors are based on transition metal oxide ceramics that exhibit semiconducting behavior. <ref type="bibr">16</ref> State-of-the-art thermistors are fabricated from barium titanate (BaTiO 3 ), which demonstrates PTC behavior or NTC behavior depending on the nature and concentration of the dopants. <ref type="bibr">17</ref> However, multiple challenges arise from size effects that inhibit miniaturization of BaTiO 3 thermistors, including compositional inhomogeneity and reduced operational lifetimes. <ref type="bibr">18</ref> In addition, issues such as contact resistance, inhomogeneous heating, <ref type="bibr">[19]</ref><ref type="bibr">[20]</ref><ref type="bibr">[21]</ref> and delamination fracture <ref type="bibr">21,</ref><ref type="bibr">22</ref> arise in practical device applications, rendering BaTiO 3 unsuitable for further thermistor miniaturization.</p><p>One approach to counter this has been the development of metallic thermistors. However, metals typically exhibit only PTC behavior, with careful surface modifications required to fabricate NTC thermistors. <ref type="bibr">23</ref> Fortunately, the size effect on the electrical conductivity of metals offers a potential solution. Factors such as grain boundary scattering can significantly influence electrical conductivity of metals and become relevant at the micro and nanoscale. <ref type="bibr">[24]</ref><ref type="bibr">[25]</ref><ref type="bibr">[26]</ref> Direct writing techniques using nanoparticle inks can achieve versatile conduction behavior as they offer highly customizable microstructures of the printed materials. Such methods are economical, <ref type="bibr">27</ref> low-waste, <ref type="bibr">28</ref> and user-friendly <ref type="bibr">29</ref> alternatives to conventional lithography. In particular, ondemand fabrication capabilities of direct-write technologies are ideal for prototyping devices across various fields <ref type="bibr">30</ref> as sensor systems <ref type="bibr">31,</ref><ref type="bibr">32</ref> and diagnostic tools. <ref type="bibr">33,</ref><ref type="bibr">34</ref> Among the direct writing approaches, ink/nozzle-based printing techniques (i.e., inkjet and E-Jet) <ref type="bibr">35,</ref><ref type="bibr">36</ref> have gained recognition for high-precision, mask-free, and low-waste substance deposition on substrates. However, they are unable to manufacture complex structures at submicron resolution due to ink spreading, <ref type="bibr">37</ref> the coffee-ring effect, <ref type="bibr">38</ref> lengthy postprocessing times, <ref type="bibr">39</ref> and hydrodynamically complex precursors, which can restrict the choices of printable moieties. <ref type="bibr">40</ref> Although significant progress has been achieved in the direct writing of microscale thermistors over the past two decades, additional miniaturization is imperative to elicit size effects and attain versatile thermistor functionality. <ref type="bibr">[41]</ref><ref type="bibr">[42]</ref><ref type="bibr">[43]</ref><ref type="bibr">[44]</ref> In this work, we seek to overcome these challenges through bubble-pen lithography (BPL) or bubble printing of versatile submicron silver thermistors. BPL has emerged as a printing technique that addresses several current challenges of the direct writing techniques. <ref type="bibr">[45]</ref><ref type="bibr">[46]</ref><ref type="bibr">[47]</ref><ref type="bibr">[48]</ref> BPL leverages Marangoni convection to drive ions, molecules, and colloidal nanoparticles to the solid-liquid interface of laser-induced opto-thermal microbubbles to print a wide range of moieties onto substrates. <ref type="bibr">46,</ref><ref type="bibr">[49]</ref><ref type="bibr">[50]</ref><ref type="bibr">[51]</ref> BPL facilitates nanoparticle patterning with controllable deposition profiles, which we exploit to fabricate versatile silver thermitors for temperature sensing. By generating and translating opto-thermal microbubbles, we pattern microscale silver thermistors at high throughput, high resolution, and low wastage using economical, low-concentration (0.05 M) silver fluoride (AgF) solution of low volumes (15 &#956;L). Through parametric studies, we have achieved the printing of both PTC and NTC thermistor arrays by exploiting the size-dependent electrical conductivity of silver microstructures. The long-term stability of the printed thermistors is high, revealing the strong viability of the thermistors in various applications. <ref type="bibr">52</ref>  Gold nanoislands (AuNI) were fabricated on borosilicate glass coverslips by deposition and subsequent annealing. A 4.5 nm Au thin film was deposited using thermal deposition (Nano 36 thin film deposition system, Kurt J Leskar Company), followed by thermal annealing at 823 K for 2 h. The precursor solution was prepared by using AgF salt (Fisher Scientific) dissolved in DI water at a concentration of 0.05 M.</p><p>2.1.2. Optical Setup for Bubble Printing. A schematic of the optical setup is depicted in Figure <ref type="figure">1a</ref>. The stage, shutter, laser, and camera are centrally controlled from a control station. As shown in the inset, the laser-generated heat on the AuNI leads to bubble formation, and the resulting Marangoni convection leads to accumulation-driven printing of Ag. The relative motion of the laser spot with the translation of the optical stage leads to controlled Ag patterning. Further, a shutter is employed to introduce breaks in the printed pattern, allowing for discontinuous printing patterns. Three parallel Ag lines (300 &#956;m in length) were printed in a single array.  <ref type="figure">1b</ref>, with a zoomed-in image inset. The effects of annealing were observed through X-ray photoelectron spectroscopy (obtained on a PHI VersaProbe4 XPS), as depicted in Figure <ref type="figure">1c</ref>. Annealing converted some of the printed silver oxide (AgO) lines to pure Ag, improving the electrical conductivity.</p><p>2.2. Electrical Characterization. Ag electrodes (1 &#956;m thickness) were deposited by thermal evaporation (Nano 36 thin film deposition system, Kurt J Lesker Company) to electrically characterize the printed thermistors. Optical fibers (250 &#956;m diameter) were taped across the Ag lines as a shadow mask. Post deposition, the samples were coated in a polymer layer (SU-8 epoxy) to protect the samples from corrosion in air and to provide long-term stability. Characterization of the samples was carried out using a sourcemeter (Keithley 2612B) on a hot plate (Fisher Scientific Isotemp 11-100-49SH). The </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>The Journal of Physical Chemistry C</head><p>temperature measured from a contact thermometer (Amprobe TPP2-C1) was used to measure the exact surface temperature and correlate this with the measured resistance. Resistance measurements were carried out in the range of 296-325 K. The performance of our printed thermistor was evaluated against a hand-held infrared thermometer (Nubee NUB8580) in determining the temperature of a gravity convection oven (Fisher Scientific Isotemp Oven Model: 6905). Measurements were carried out at 4 temperatures and averaged over multiple measurement areas to account for hotspots.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.">RESULTS AND DISCUSSION</head><p>3.1. Room-Temperature Characteristics. We first evaluated the effect of the laser power on the patterning of thermistors at a printing speed of 200 &#956;m/s with 2.6 mW (1.6 mW/&#956;m 2 optical intensity) being the minimum power needed for bubble formation in the AgF solution. We observed a sharp increase in the average height of the printed lines upon increasing the power from 4.2 to 5.8 mW, while there is a more gradual change in average cross-sectional areas of the lines.</p><p>The cross-sectional areas and deposited heights of the printed lines are influenced by the morphology of the bubbles generated during the printing process. Higher laser power promotes the formation of larger bubbles with increased contact area on the substrate. The observed increase in material deposition, particularly with larger and stable bubbles, can be attributed to their extended contact duration with the substrate, as indicated by the higher heights of the lines. We employed optical profilometry to measure the cross-sectional areas and maximum heights of the printed lines as a function of laser power, as presented in Figure <ref type="figure">2a</ref>.</p><p>Further, we studied the effects of the printing speed on the resultant patterns. The printing speed varied from 200 to 1200 &#956;m/s with a laser power of 7.4 mW. We observed a gradual decrease in the areas and maximum heights of the printed lines with an increase in the printing speed. Optical profilometry results for variations in printing speed are presented in Figure <ref type="figure">2b</ref>. When the printing speed is increased, it leads to a decrease in the duration of the bubbles and their contact areas with the substrate. As a result, the heights of the deposited lines decrease and the widths of the printed lines become narrower. </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>The Journal of Physical Chemistry C</head><p>This relationship between bubble morphology, printing parameters, and deposition characteristics plays a critical role in optimizing the printing process for the desired thermistors. <ref type="bibr">45</ref> Room-temperature (296 K) electrical characterization of the printed lines reveals a decreasing trend in measured resistance with printing laser power, as depicted in Figure <ref type="figure">2c</ref>. A jump in the resistance occurs around the power range between 4.2 and 5.8 mW, corresponding to a shift from high resistance (represented in blue) to low resistance (represented in pink). The high resistance region and the low resistance region are expected to display NTC and PTC behavior, respectively. Within the presumed PTC region, the average thermal resistance decreases as laser power increases due to a higher deposition and subsequent enhancement of conducting behavior. As shown in Figure <ref type="figure">2d</ref>, as the printing speed increases, the electrical conductance decreases. Low resistance is observed up to 800 &#956;m/s, while high resistance is evident at 1000 and 1200 &#956;m/s. Higher printing speeds lead to reduced Ag deposits, resulting in smaller grain structures. The higher resistivity values in our printed wires are attributed to the presence of narrower sidewalls and grain boundaries, contributing to electronic scattering and a rise in resistance. <ref type="bibr">24,</ref><ref type="bibr">53</ref> 3.2. Thermistor Behavioral Characteristics. For PTC elements, the relationship between resistance and temperature can be approximated by a first-order equation</p><p>Here, &#945; is the temperature coefficient of resistance and characterizes the sensitivity of resistance to the temperature, R(T) is the resistance at a reference temperature T, &#916;R is the change of resistance, and &#916;T is the change of temperature.</p><p>The relationship between temperature and resistance for NTC elements is expressed by a modified Steinhart-Hart equation</p><p>where R and T are resistance and temperature, &#946; is the thermal parameter, r R T e ( )</p><p>= is a modified Steinhart-Hart constant for a given material, and T 0 is a standard reference temperature (typically 298 K).</p><p>Based on the eqs 1 and 2, we consider linear resistive behavior between R and T to be indicative of a PTC thermistor and a linear relationship between log R and T 1 to be a NTC thermistor.</p><p>The measured thermal responses of the printed thermistors are illustrated in Figure <ref type="figure">3</ref>. The thermistors printed at 2.6 and 4.2 mW laser power exhibit NTC behavior, displaying a linear relationship between log R and T 1 as plotted in Figure <ref type="figure">3a</ref>. At powers of 5.8-9 mW, we observed PTC behavior with a linear increase in resistance with increase in temperature, shown in Figure <ref type="figure">3b</ref>. Further, we observe PTC behavior for the printed thermistors at printing speeds from 200 to 800 &#956;m/s, as represented in Figure <ref type="figure">3c</ref>. We see a transition to NTC behavior at 1000 &#956;m/s, as shown in Figure <ref type="figure">3d</ref>. A more detailed discussion on the correlation of the deposition profiles and the electrical characterization with their corresponding electron microscopy images can be found in the Supporting Information file.</p><p>3.3. Temperature-Sensing Performance and Degradation. To assess the temperature-sensing performance of the printed thermistors, we performed a validation study using a standard infrared thermometer in a dry oven. Measured temperatures from the printed thermistors are within the error range of the contact thermometers, as shown in Figure <ref type="figure">4a</ref>. The infrared thermometer displayed slightly different values compared to the contact thermometer, but within the range of error. Further, a characterization of the degradation behavior of the thermistors was conducted. The plotted temperatures were linearly fitted, resulting in the fitting equations of 0.138x + 17.727 for the as-fabricated thermistors, 0.145x + 15.697 after 6-months and 0.1344x + 18.714 12-months postfabrication, presented in Figure <ref type="figure">4b</ref>. The calibration curve for the thermistors was observed to have undergone a slight shift </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>The Journal of Physical Chemistry C</head><p>within the temperature range of operation; however, measured values remained in proximity to the original curve. This shift is potentially due to the degradation of the exposed silver electrodes, as the oxidation of silver in air is a well-known phenomenon. However, this can be eliminated with the appropriate circuit design and sealing, which is beyond the scope of this work.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>&#9632; CONCLUSIONS</head><p>We demonstrated versatile bubble printing of Ag thermistor arrays with tunable electrical behavior. By controlling the printing speed and bubble size, we tune the deposition profiles of the microscale thermistors and consequently their electrical characteristics. Both PTC and NTC thermistor arrays are achieved by simply tuning the laser power and printing speed. The printed thermistors exhibit a consistent performance in the sensing of surface temperatures even after 1 year of their fabrication. Our work demonstrates the feasibility of bridging the gap between high-throughput printing and submicron structuring of printed materials that allow a high tunability of the functions for their wider applicability.</p></div>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head>* s&#305; Supporting Information</head><p>The Supporting Information is available free of charge at <ref type="url">https://pubs.acs.org/doi/10.1021/acs.jpcc.4c00598</ref>.</p><p>Tilted scanning electron microscopy images of printed thermistors; discussion about electrical behavior and correlation to printing parameters (PDF) &#9632; AUTHOR INFORMATION Corresponding Author Yuebing Zheng -Texas Materials Institute, The University of Texas at Austin, Austin, Texas 78712, United States; Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States; orcid.org/0000-0002-9168-9477; Email: zheng@ austin.utexas.edu</p></div><note xmlns="http://www.tei-c.org/ns/1.0" place="foot" xml:id="foot_0"><p>https://doi.org/10.1021/acs.jpcc.4c00598 J. Phys. Chem. C 2024, 128, 7316-7322</p></note>
			<note xmlns="http://www.tei-c.org/ns/1.0" place="foot" xml:id="foot_1"><p>The Journal of Physical Chemistry C</p></note>
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