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Direct Test of Supercooled Liquid Scaling Relations T. Hecksher,1,a) D. H. Torchinsky,2,a) C. Klieber,3,a) J. A. Johnson,3,a) J. C. Dyre,4 and Keith A. Nelson3 1)Glass and Time, IMFUFA, Dept. of Science and Environment, Roskilde University, DK-4000 Roskilde, Denmark 2)Department of Physics, MIT, Cambridge, MA 02139, USA 3)Department of Chemistry, MIT, Cambridge, MA 02139, USA 4)DNRF Centre Glass and Time, IMFUFA, Dept. of Sciences, Roskilde University, DK-4000 Roskilde, Denmark Diversematerialclassesexhibitpracticallyidenticalbehaviorwhenmadeviscousuponcoolingtowardtheglass transition, suggesting a common theoretical basis. The first-principles scaling laws that have been proposed todescribetheevolutionwithtemperaturehaveyettobeappropriatelytestedduetotheextraordinaryrange oftimescalesinvolved. Weusedsevendifferentmeasurementmethodstodeterminethestructuralrelaxation kinetics of a prototype molecular glass former over a temporal range of 13 decades and over a temperature 7 1 range spanning liquid to glassy states. For the material studied, our results comprise a comprehensive 0 validation of the two scaling relations that are central to the fundamental question of whether supercooled 2 liquid dynamics can be described universally. The ultrabroadband mechanical measurements demonstrated n have fundamental and practical applications in polymer science, geophysics, multifunctional materials, and a other areas. J 5 The extraordinary slowing down of viscous liquid dy- uid in order to examine the universal alpha and beta re- ] namics upon cooling toward the glassy state plays a key laxationprocesseswithoutcomplicationsfromadditional t f role in myriad contexts including polymer processing, dynamics. o survival of living organisms in extreme cold, amorphous A variety of empirical models9–14, as well as the first- s metal synthesis, and many others. Glass-forming liquids . principles mode-coupling theory (MCT)15,16, have been t display a wide array of common features, despite quite a developedinanefforttorationalizetheuniversalfeatures m different chemistry ranging from high-temperature cova- of supercooled liquid dynamics. In its idealized form, lentlybondedglassformerstovanderWaalsliquidsthat - MCT predicts for the local density dynamics a critical d typically form glasses below room temperature1–6. temperature T at which there is a transition from er- n Viscoelastic relaxation behavior derives from two dis- c godic behavior above T to nonergodic behavior below, o tinct and sequential processes common to all glass form- c c corresponding to arrest into a metastable glassy state. ing liquids. The primary or “alpha” structural relax- [ The theory predicts a scaling law referred to as “time ation dynamics, which dictate the time scales for molec- temperaturesuperposition”(TTS).TTSimpliesthatthe 1 ulardiffusionandflow, arenon-exponentialintime, typ- alpha relaxation spectrum retains the same width and v ically extend over several decades of time scales at a sin- 0 shape as the temperature is changed, even as the fre- gletemperature,andshiftdramaticallyfrompicoseconds 1 quency range varies widely. A wide range of practices in at high temperatures and low viscosities to many sec- 3 polymer processing, rheology, aging, and other areas are 1 onds as the sample is cooled and the glassy state is ap- based on TTS17–21, but it has never been tested directly 0 proached. This behavior gives rise to broad loss peaks for mechanical properties across most of the time scales . in elastic compliance spectra, covering an extended fre- 1 spanned. TTSisconsistentwithearlierheuristicdescrip- 0 quency range at any temperature and shifting from gi- tionsofsupercooledliquidsextendingfromhightemper- 7 gahertz to millihertz frequencies as the temperature is ature all the way to the glass transition temperature. 1 lowered (see Fig. 1). In addition to the temperature- Mode-coupling theory also predicts distinct power-law : dependent alpha relaxation dynamics for reorganization v scalingofalphaandbetarelaxationprocessesattemper- i ofintermoleculargeometries,fastlocalrearrangementsof atures above T , with the dynamic exponents connected X moleculeswithinexisting“cage”geometries,theso-called c through arithmetic relations reminiscent of those associ- r “beta” relaxation processes, result in a higher-frequency a atedwithothercriticalphenomena. Thus,theseemingly feature in the loss spectrum. This is the simplest sce- disparaterelaxationprocesses,separatedbydecades,are nario, which appears to obtain when structural relax- predicted to be intimately related. ation is slowed down through obstruction among neigh- boring molecules but not through extensive networks as The density dynamics of supercooled liquids could be in hydrogen-bonded liquids or entanglements as in poly- characterized through measurement of the temperature- mers. In those more complicated cases, additional pro- dependent elastic compliance spectrum, but due to vari- cesses between these two can be observed7,8. For the ousexperimentalchallengesthishasneverbeendoneover present study, we chose a van der Waals molecular liq- anywherenearthefullfrequencyrangeofinterestinasin- glematerial. Ultra-broadbanddielectricmeasurements22 and depolarized light scattering spectra23 clearly show the alpha and beta relaxation features, but these tech- a)Theseauthorscontributedequally. niques measure the dynamics of molecular dipoles or po- 2 (a) ing and neutron scattering spectra (see, e.g.,24–28), but β: α: notthroughdirectmeasurementofdensitydynamicsover n 1 o a sufficient frequency range. ati β el 0.8 t−a r r co 0.6 −tb o I. EXPERIMENTS AND RESULTS ut y a 0.4 α sit high T low T We used seven complementary methods, based on six en 0.2 experimental setups, to compile ultrabroadband longi- D tudinal compliance spectra for the glass-forming liquid 0 10−1310−1210−1110−1010−910−810−710−610−510−410−3 tetramethyl tetraphenyl trisiloxane (sold commercially Time (s) as DC704). Four of the methods were photoacoustic (b) techniques29–33 through which acoustic waves in the fre- J’’10−1 low T high T quency range 1 MHz–100 GHz were generated and de- e, tected optically. The corresponding acoustic wavelength c α α α α α n plia10−2 αtriemlaex−atteiomnp sepraetcutrreum β raarnegceomwapsar∼ab2l0e ntoms–a2mmpmle.siLzoesn,gseor afocrouloswticerwfarevqelueenngctihess m scaling o in the range ∼ 1 mHz–100 kHz, dynamical mechanical s c ω−b ωa analysis methods involving piezo-ceramics that shear or os10−3 αspectral wing βspectral wing compress the entire sample34–36 were used. The mea- h. l poswcearli−nlgaw poswcearli−nlgaw surements spanned more than 13 orders of magnitude c Me in frequency with less than three decades of gaps, yield- 10−1403 104 105 106 107 108 109 1010101110121013 ing structural relaxation dynamics in the temperature Frequency (Hz) range 200–320 K. Our earlier measurements in the low andhigh-frequencyranges34,37lackedsufficientfrequency coverage for comprehensive testing of the scaling predic- FIG. 1. Schematic depictions of primary (alpha) and fast tions, but the gap was bridged by the newly developed (beta) relaxation processes in glass-forming liquids. Alpha NanosecondAcousticInterferometry(NAI)method. The andbetarelaxationdynamicsin(a)thetimedomain(density- experimental methods and data analysis through which density correlation function) and (b) the frequency domain we determined the compliance spectra and the elastic (elasticcompliancelossspectrum)attemperaturesabovethe modulus (the inverse of the compliance) are described in critical temperature T predicted by mode-coupling theory c the online Supporting Information33. (MCT).Time-temperaturesuperpositionisillustratedasthe Figures 2(a) and 2(b) present the complex longitudi- alpha relaxation spectral shape and width remain constant nal modulus and compliance spectra of DC704 in the whilethefrequencyrangeshiftsbymanydecadesasthetem- perature is varied. Dynamic critical exponents a and b de- frequency range of approximately 10−3-1011 Hz. The scribe the asymptotic power-law scaling of the relaxation ki- imaginary parts of the spectra have gaps in the ranges netics predicted by MCT. At temperatures near T there is of approximately 104-106 Hz and 1-10 GHz. In order c a clear separation between alpha and beta relaxation time to facilitate visualization of the temperature-dependent scales, with beta power-law relaxation of the density toward trends, themodulusandcompliancespectrashowonlya atime-independent“plateau”valuefollowedeventuallybyal- subset of the data collected. pha power-law relaxation kinetics. In the frequency domain, The primary temperature dependence, observed the relaxation spectral wings show corresponding power-law clearly in both real and imaginary components of the frequencydependencesaroundaminimuminthecompliance modulus spectra, is the movement of the alpha relax- loss spectrum. The drawings in (a) show a schematic rep- ationpeakacrossaboutninedecadestolowerfrequencies resentation of the beta relaxation among multiple potential energyminima(thedifferentlocationssampledbythecentral asthetemperatureisreducedtowardtheglasstransition moleculecoloredgreen)withinpre-existingintermolecularge- temperatureTg ≈210K.At anygivenfrequency ω0, the ometriesor“cages”(formedbythered-coloredmolecules)and real part of the modulus M(ω ,T) increases as the sam- 0 alpha relaxation involving larger-scale rearrangement of the ple is cooled, reflecting the stiffening of the liquid as it intermolecular geometries to permit molecular diffusion and approaches the glassy state. At any given temperature flow. T , M(ω,T ) plateaus at frequencies above those of the 0 0 alpharelaxationspectrum,sinceatsuchhighfrequencies the liquid cannot undergo structural relaxation during larizabilities whose coupling to density is complicated the acoustic oscillation period, resulting in a solid-like and potentially temperature dependent. The key fea- response. tures of supercooled liquid structural relaxation dynam- Thecompliancespectrashowanalogousbehaviorupon ics that might reveal universal behavior at least within cooling: movement of the alpha relaxation spectrum some classes of glass-forming materials (e.g., organic van across many decades and a decrease in the real part at derWaalsliquids)havebeentestedthroughlightscatter- low temperatures and high frequencies. The beta relax- 3 (a) 7 ′M[GPa] 6354 215K 220K 225K 230K 235K 248K256K 27259K0K mpliance (J’/J)∞1100−01 J’’∝Jω’/J1∞ α J’’∝ω0β.3 J’’/J’’max 1100−01 Normalized com 2 p co lia GPa]1100−10 Normalized 10−2 222222122334505058KKKKKK 10−2maxnce (J’’/J’’ [ 256K ) ′′M 10−3 275K J’’∝ω−0.5 10−3 10−2 10−410−2 100 102 104 106 108 10101012 ω/ω max 10−3 10−310−210−1100 101 102 103 104 105 106107 108 109101010111012 frequency[Hz] (b) FIG. 3. Master plot of the compliance demonstrating time- 0.55 PSG+PBG PBGres.NAI ISTS TDBSPUI temperature superposition. The individual traces are scaled 0.5 and shifted according to the fit values. The low-frequency ]0.45 DC704 331150KK sideoftheimaginarypartfollowsalinearpower-law,J(cid:48)(cid:48) ∝ω1 −1GPa00.3.45 332200985005KKKK (icdsa.sThehdelfiunlel)c,ucrovrersegspivoenadninaglyttoicemxopdoenlefinttisablalosendg-otnimaenkailnpehta- [ 0.3 228705KK relaxationspectrumthatfollowsanω−0.5 high-frequencyde- ′J0.25 226684KK cay. The ω0.3 power-law also shown here corresponds to the 256K 0.2 224486KK value found to fit the beta relaxation spectral wing near the 0.15 224442KK minimum at 248 K. (See Eq. 2 and Fig. 5) 10−1 224306KK . 234K 232K 230K 228K −1]10−2 222222654KKK F(t/τα(T))describestherelaxationdynamicsatalltem- Pa 222220KK peratures, with the temperature dependence contained G 218K [10−3 221165KK only in the values of the characteristic relaxation time ′′J 221140KK τα(T). InthatcasethealpharelaxationspectrumJ(cid:48)(cid:48)(ω) displays analogous behavior. In order to test TTS, we 10−4 normalizedtheimaginarycompliancespectrabythepeak heights and the real spectra by the high-frequency lim- 10−310−210−1100101102103104105106 107108109101010111012 frequency[Hz] iting value J , and shifted both by amounts that made ∞ the peak frequencies in J(cid:48)(cid:48)(ω) coincide. The results are shown in Fig. 3. The alpha relaxation features super- FIG. 2. (a) Longitudinal modulus spectra of DC704. Solid pose well across the entire temperature regime studied. lines are guides to the eye. (b) Elastic compliance spectra of The imaginary parts have the characteristic asymmetric DC704. Thetechniquesusedinthedifferentfrequencyranges shape found for most glass-forming materials: the low- are indicated. frequencysidesofthealpharelaxationspectrafollowthe Maxwell behavior, J(cid:48)(cid:48)(ω)∝ω1, while the high-frequency sides follow a power-law J(cid:48)(cid:48)(ω) ∝ ω−1/2. The shifting ation feature is observed most clearly in the imaginary ofthespectratomakethealphapeaksoverlapseparates parts of the modulus and compliance functions, which thebetarelaxationfeatures(whichallappearatthehigh- both rise at high frequencies. frequency range in Fig. 2) on the scaled frequency axis. The scaled plots highlight the increase in separation be- tween alpha and beta relaxations upon cooling. II. SCALING ANALYSIS Figure 4(a) shows the values of the characteristic re- laxation time τ of the alpha process as a function of α Time-temperature superposition states that for the temperature determined from fits to the stretched ex- alpha relaxation dynamics, the normalized density au- ponential function exp(−(t/τ )n) with a temperature- α tocorrelation function can be written as Φ(t,T) = independent stretching exponent n and strongly tem- F(t/τ (T)), i.e., a single temperature independent form perature dependent τ values. The stretching exponent α α 4 was fixed at n = 0.5, which at high frequencies corre- features26,47. This was the case for our results below sponds to an ω−1/2 decay of the imaginary part of the 248 K and thus MCT can be meaningfully tested in the compliance4,38,39. The observed non-Arrhenius temper- temperature range 240–248 K. ature dependence is typical of glass-forming liquids and Figure 5 shows the region around the minima between is associated generally with a complex energy landscape thealphaandbetafeaturesofthecompliancelossspectra rather than a single activation energy for all relaxation J(cid:48)(cid:48)(ω) at temperatures 240 K and 248 K. As a final test processes2–6,40. The relaxation time data were fit to the Eq. (2) was compared to the data with fixed exponent MCT power-law prediction15 values. Only the minimum frequency ω and the min- min imum compliance loss J(cid:48)(cid:48) positions of each curve were τ =τ [T /(T −T )]γ (1) min α x c c adjusted to fit the data. The exponent value b = 0.50 was determined from the high-frequency wing of the al- with τ and γ as free parameters. This prediction x pha relaxation spectra evident in the TTS plot (Fig. 3). is for temperatures above T (taken as 240 K as de- c Fromthisthepredictedvalueoftheexponentacouldbe scribed below), although as suggested heuristically we calculatedusingEq.(3). Thisyieldedthevaluea=0.28, find that TTS applies also below 240 K. The full set of whichshoulddescribethelow-frequencywingofthebeta τ (T) values was fitted to the commonly used empirical α relaxation spectra. The resulting prediction completely Vogel-Fulcher-Tammann (VFT) function41,42 τ (T) = α determines theshapeof thecurveswhichgo through the τ exp[DT /(T −T )]. 0 0 0 data well within the experimental scatter. The MCT interpolation formula43 J(cid:48)(cid:48) (cid:34) (cid:18) ω (cid:19)−b (cid:18) ω (cid:19)a(cid:35) J(cid:48)(cid:48)(ω)= min a +b (2) a+b ω ω min min III. CONCLUSIONS connects the two relaxation features around the mini- mum between. This expression was fitted to the mea- Our measurements provide the first ultra-broadband sured spectra in the region around the minimum. The mechanical relaxation spectra of a glass-forming liquid fitted values for a and b are shown in Fig. 4(b). The un- reachingthehighfrequenciesofthebetarelaxationspec- certaintyofthefitsincreasesdramaticallyasthetemper- trumandextendingtothelowfrequenciesofthealphare- ature increases due to the merging of the two processes laxation spectrum even as T is approached. The results g making a distinction of the separate processes difficult. give direct experimental support for time-temperature TheMCTpredictsarelationbetweenthetwoexponents superpositionofthealpharelaxationspectrumaboveand according to which below the MCT critical temperature (240 K), the va- lidity of which is often assumed in empirical studies of Γ(1−a)2 Γ(1+b)2 λ = =λ = (3) glass-forming liquids and in modeling used for practical a Γ(1−2a) b Γ(1+2b) applications. Our results also permitted calculation of the dynamic critical exponents of MCT above T , yield- where Γ(z) is the gamma-function defined as Γ(z) = c (cid:82)∞xz−1e−xdx. TherelationistestedinFig.4(c),which ing results consistent with predictions that relate the al- 0 pha and beta relaxation dynamics. In continuing work, shows that the data are consistent with this prediction we are filling in the frequency gaps of just under three at temperatures above 240 K, but clearly breaks down decadeswithinthemorethan13decadesthatthepresent below. We take this to define the MCT critical tem- measurements cover. We are also extending the mea- perature. The value of the alpha relaxation time at surements to higher frequencies in order to improve the T , τ (240 K) ≈ 0.1 µs, is typical for T , below which c α c reliability of our tests. We also have measured shear re- idealized MCT breaks down16 due to the onset of ther- laxation dynamics across a wide frequency range37, and mally assisted hopping44–46 through which alpha relax- filling in the frequency gaps for these measurements will ation continues to occur. permit comparison between longitudinal and shear dy- Figure 4(d) compares the alpha relaxation critical ex- namics that may show distinct temperature-dependent ponent γ determined in Fig. 4(a) based on T = 240 K c behavior48. to the MCT prediction that connects the power-law ex- ponents to γ through the relation15 DC704 is the first sample for which mechanical relax- ationdynamicshavebeenmeasuredacrossthefrequency γ =1/(2a)+1/(2b). (4) rangewehaveexplored. Additionalglass-formingliquids mustbeexaminedinordertoassessthegeneralityofTTS TheaboveanalysisindicatesthatMCTisvalidattem- and other MCT predictions. Our results demonstrate peraturesabove240Kforthestudiedliquid. Forthefits that access is now available to the extraordinarily wide tobeusefulasatestoftheMCTpredictions,theremust frequency range needed for such comprehensive tests of be sufficient separation between the alpha and beta re- supercooled liquids and a wide range of partially dis- laxation spectra as T → T from above that the a and ordered materials including relaxor ferroelectrics, block c b exponents can be associated distinctly with the two copolymers, and many others. 5 Temperature[K] 1.5 400 350 300 275 250 225 200 xp. 1 ab (b) 101 (a) aw e 0.5 erl 10−1 VFT−fit to all points ow 0 P MCT−fit to dotted points -0.5 [s] 10−3 2 (c ) Jntime,τα10−5 λλ/ab 01 MCT prediction o ati 10−7 x a -1 el R 10−9 6 (d) b 2 1/4 10−11 Tc Tg 1/2a+2 MCT-fitted γ = 10−13 γ0 2.5 3 3.5 4 4.5 5 220 240 260 280 1000/T [K−1] Temperature [K] FIG.4. (a)ThecharacteristicalpharelaxationtimeplottedasafunctionofinversetemperaturewheretheArrheniusequation gives a straight line. The glass transition temperature is at Tg ∼= 210 K. The VFT equation was fitted to all data points (full line) yielding logτ =−15.0±0.8, D =6±1 and T =183±5 K. The MCT critical temperature T =240 K was identified 0 0 c from(b)asthetemperaturebelowwhichMCTpredictionsclearlybreakdown;theMCTpower-lawfittothehigh-temperature points (T > T ) (marked by central black dots) yielded the following fit parameters: log(τ /s) = −12.0±0.5, γ = 2.7±0.4. c x (b) Values of powerlaw exponents a and b over a wide temperature range, determined as fitting parameters to Eq. (3). (c) Test of the MCT prediction in Eq. (3) that λ = λ . The test is useful over the 240–248 K temperature range. (d) The a b calculated exponent γ as a function of temperature. The green dotted line shows the value of obtained from fitting Eq. (1) to the relaxation times (in (d)) and the green area gives the estimated uncertainty on this value. IV. MATERIALS AND METHODS J′′(ω)=J′m+′nb b ωωmn + ωωmn −b (cid:20) (cid:16) (cid:17) (cid:16) (cid:17) (cid:21) A. Overview b=0.50(fromTTS) 248K =0.28(MCTpredictionfromb) ) The seven different measurement methods and the 1 a− frequency ranges that they cover are summarized in P G Fig. S1; detailed descriptions of the techniques and ( J′′ data collected from them are discussed in the Support- 240K ing Information33. The techniques include three low- 10 2 frequency methods involving piezo-ceramics that shear − orcompresstheentiresamplequasi-statically34–36,49 and fourhigher-frequencymethodsutilizingshortlaserpulses toexciteandsubsequentlydetectacousticwavesinanir- 108 109 1010 1011 radiated region30–32,50–53. Frequency(Hz) Thetwolowest-frequencymethodsdeterminethecom- plex frequency-dependent bulk modulus K(ω) and shear modulusG(ω)directly,whereω istheangularfrequency. FIG. 5. Data around the minimum of the imaginary part The longitudinal modulus is then given by M(ω) = of the compliance function fitted to the MCT power-law re- lation, Eq. 2, without adjustable shape parameters (critical M(cid:48)(ω)+iM(cid:48)(cid:48)(ω) = K(ω)+(4/3)G(ω). The four meth- exponents a and b) at sample temperatures of 240 K and ods covering MHz-GHz frequencies determine acoustic 248 K. The exponent b = 0.50 was determined from the parameters. The complex longitudinal modulus is given low-temperature data using time-temperature superposition; from the acoustic data as M(ω,T) = ρ(T)(c (ω,T))2 L Eq. 3 then yielded a=0.28. where ρ(T) is the temperature-dependent density and c (ω,T) the complex frequency-dependent longitudinal L sound velocity. In order to determine the modulus as a function of temperature from the sound velocity and damping rate, thethermalcontractionofthesamplemustbeaccounted 6 the sample was observed to become slightly opaque at Picosecond Ultrasonic Interferometry thecoldesttemperatures. Thisislikelyduetophasesep- Time Domain Brillouin Scattering aration of dissolved impurities from the base liquid and Impulsive Stimulated Scattering disappeared when the liquid was reheated. The prob- Nanosecond Acoustic Interferometry lem was overcome in subsequent experiments by mixing thesamplewithanhydrousMgSO ,combinedwithheat- PBG resonance 4 ing under vacuum before filtration. This approach was Piezo-electric Bulk modulus Gauge adopted for the NAI, TDBS, and PUI techniques. Com- Piezo-electric Shear modulus Gauge parison of data both with and without treatment by the 1mHz 1Hz 1kHz 1MHz 1GHz 1THz dryingagentshowednodifferenceintheacousticparam- eters. The DC704 samples never crystallized during the FIG. 6. Survey of mechanical spectroscopic techniques. At course of our experiments. lowfrequencies(frommHzupto∼10kHz)thepiezo-electric The transducer techniques utilize home-built closed- ShearmodulusGauge(PSG)andthepiezo-electricbulkmod- cycle cryostats capable of keeping the temperature con- ulus Gauge (PBG) were used to measure the shear and bulk moduli. Analysis of the overtones in the PBG provided ac- stant within a ∼ 5 mK58, while the NAI and ISS mea- cess to some data points in the 100−500 kHz region. In the surements were performed in a commercially available low MHz range, nanosecond acoustic interferometry (NAI) cold-finger cryostat. In these measurements, tempera- was used to probe the frequency dependence of the longi- ture sensing was provided by a factory calibrated plat- tudinal sound speed and attenuation rates directly. In the inum resistors immersed in the liquid a few millimeters higherMHzrange,impulsivestimulatedscattering(ISS)was away from the optical beams. The TDBS and PUI tech- usedtomeasurelongitudinalsoundvelocitiesanddampingat niques were performed in a commercial sample-in-vapor specifiedacousticwavevectors. Finally,time-domainBrillouin cryostat and the temperature was monitored at a posi- lightscattering(TDBS)andpicosecondultrasonicinterferom- tion a few millimeters away from the sample. etry(PUI)wereusedtomeasurelongitudinalacousticspeeds We did not carry out any calibration of temperatures and attenuation in the MHz-GHz frequency ranges shown. between the cryostats of the different labs. However, the low-frequency part of the longitudinal spectrum was ob- for. Using literature data of the thermal expansion coef- tainedasthesumoftwoindividualmeasurements,which ficient α=7.2×10−4[K−1]54,55 and assuming this quan- were carried out in the same experimental set-up (same tityistemperatureindependent,thefollowingexpression cryostat, same electronics). We estimate that the uncer- for the temperature dependence of the density can be taintyontheabsolutetemperatureislessthantheoverall derived37. noise in the high-frequency methods. ρ(T ) ρ(T)= ref 1+α (T −T ) ACKNOWLEDGMENTS p ref (5) 1.07 [kg/m3] = 1+7.2×10−4 [K−1](T−298[K]) The work at MIT was supported in part by National Science Foundation Grant No. CHE-1111557 and De- Once the modulus is obtained, the complex longitudinal partment of Energy Grant No. DE-FG02-00ER15087. complianceisgivenbyJ(ω)=1/M(ω)=J(cid:48)(ω)−iJ(cid:48)(cid:48)(ω). The work at Roskilde University was sponsored by the MCT relations are predictions for the mechanical sus- DNRF Grant no 61. ceptibility χ(ω) to which J(ω) is proportional. Strictly speaking, χ(ω) is related to the density autocorrelation 1Kauzmann, W. (1948) The nature of the glassy state and the behavior of liquids at low temperatures. Chemical Review 43, function and therefore to the bulk compliance, not the 219–256. longitudinal compliance. 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EXPERIMENTAL METHODS Overview over the seven different measurement methods and the frequency ranges that they cover are summarized in Fig. S1; detailed descriptions of the techniques and data collected from them are discussed in the subsequent sections below. The techniques include three low-frequency methods involving piezo-ceramics that shear or compress the entire sample quasi-staticallyS1–S4 and four higher-frequency methods utilizing short laser pulses to excite and subsequently detect acoustic waves in an irradiated regionS5–S11. Picosecond Ultrasonic Interferometry Time Domain Brillouin Scattering Impulsive Stimulated Scattering Nanosecond Acoustic Interferometry PBG resonance Piezo-electric Bulk modulus Gauge Piezo-electric Shear modulus Gauge 1mHz 1Hz 1kHz 1MHz 1GHz 1THz FIG.S1. Surveyofmechanicalspectroscopictechniques. Atlowfrequencies(frommHzupto∼10kHz)thepiezo-electricShear modulus Gauge (PSG) and the piezo-electric bulk modulus Gauge (PBG) were used to measure the shear and bulk moduli. AnalysisoftheovertonesinthePBGprovidedaccesstosomedatapointsinthe100−500kHzregion. InthelowMHzrange, nanosecond acoustic interferometry (NAI) was used to probe the frequency dependence of the longitudinal sound speed and attenuation rates directly. In the higher MHz range, impulsive stimulated scattering (ISS) was used to measure longitudinal sound velocities and damping at specified acoustic wavevectors. Finally, time-domain Brillouin light scattering (TDBS) and picosecondultrasonicinterferometry(PUI)wereusedtomeasurelongitudinalacousticspeedsandattenuationintheMHz-GHz frequency ranges shown. A. Low-frequency methods Thelow-frequencymethodsmeasuremechanicalmodulidirectly. Thesetechniquesdonotmeasurethelongitudinal modulus, butthebulkandshearmoduli. Intheisotropiccase(e.g., inaliquid)thereareonlytwouniquemechanical moduli, and the longitudinal modulus M is given in terms of the bulk (K) and shear (G) moduli as: M =K+4/3G. PSG PBG Electrodes (cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:0)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1)(cid:1) Liquid 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Piezo electric ceramics FIG.S2. SchematicdrawingofthePSGandPBG.InthePSGthreeelectrode-coveredpiezo-electricceramicdiscsaremounted in a layer construction; the liquid is loaded into the gaps between the discs. In the PBG, a spherical shell of piezo-electric ceramicmaterialisfilledwiththeliquidviaaholedrilledintheceramics. Aliquidreservoir(notshownhere)isattachedabove the hole, allowing extra liquid to be drawn in as the temperature is lowered. Both the piezo-electric shear modulus gauge (PSG) and the piezo-electric bulk modulus gauge (PBG) methods are based on the piezo-electric effect, i.e., the conversion of electrical to mechanical energy. These methods have been documented in detail by Christensen and Olsen in Refs. S3 and S2, respectively. In the following we briefly sketch the steps in modeling of the devices, which allow us to deduce a mechanical modulus from the electrical data. 2 1. Piezo-electric Shear Modulus Gauge The PSG is constructed of three electrode-covered piezo-electric ceramic discs mounted in a layered construction, which prevents unwanted bending of the discs and further has the advantage that it can be mapped mathematically to a one-disc system involving a fixed wallS3. The liquid is loaded into the 0.5 mm gap between the discs (Fig. S2). Depending on the polarity of the discs as compared with the direction of an applied electric field, the discs expand or contract in the radial direction. Electrically, the middle disc is connected in parallel with the two outer discs in series as shown in Fig. S2. Here, the smalldotsindicatethepolarityofthepiezo-electricdiscs; thuswhenanelectricfieldisapplied,themiddlediscmoves in opposition to the two outer discs. With this construction the gap between the discs is field free, and the liquid is subjected to a purely mechanical perturbation. Thecapacitanceofeachdiscdependsonitsstrainstate,soiftheliquidispartiallyclampingthedisc(thushindering its motion), the measured capacitance is lower than that of freely moving discs. By a precise measurement of the electrical capacitance of the PSG one can obtain the stiffness of the liquid in contact with the disc. In other words, knowing the exact relationship between the two, we can convert the electric impedance into the shear modulus. Theelasto-electriccompliancematrixdescribestheconnectionbetweenthecomponentsofthestressσ andstrain ij (cid:15) tensors and the electrical field of the piezo-electric material. The equations describing a axially polarized ceramic ij can be split into four independent parts, the relevant components of which can be reduced to the following      σ c c −e (cid:15) rr 11 12 13 rr σφφ=c12 c11 −e13(cid:15)φφ (S1) D e e εS E z 13 13 33 z where c and c are elastic constants of the ceramic, (cid:15)S is the dielectric constant, and e is the coupling constant. 11 12 33 13 The measured capacitance C of the disc can be found by integrating the charge density D and dividing by the m z voltage Q (cid:82)r02πrD (r)dr C = = 0 z , (S2) m U ξE z where the charge density D is given by Eq. (S1) and ξ is the thickness of the disc. D depends both on the strain z z state and the applied electrical field E . Evaluating this integral it is found that the capacitance is a function of the z radial displacement at the edge of the disc u (r ) r 0 C =Au (r )+B (S3) m r 0 where A and B are known constants. It remains to determine the displacement at the edge of the disc u (r ) as a r 0 functionofrigidityoftheliquid. Thedisplacementu isfoundbysolvingtheradialequationofmotion,whichreduces r to c (cid:0)r2(u(cid:48)(cid:48))+u(cid:48) −u (cid:1)−σ r2 =−ω2r2ρu (S4) 11 r r r l ξ r where the prime indicates the derivative with respect to r, ξ is the thickness of the disc and σ is the tangential stress l that the liquid exerts on the disc. σ is by definition proportional the shear modulus of the liquid σ = G(ω)u /d, l l r where d is the thickness of the liquid layer (or equivalently the distance between the discs), which is the quantity relevant to determining the relaxation. Figure S3 shows the measured capacitance of the empty (black trace) and liquid-filled (blue trace) PSG. At high temperatures there is no influence from the liquid at these frequencies and the two spectra are identical. The resonances in the spectrum are mechanical resonances of the discs. At lower temperatures, the shear modulus of the liquidincreasesandpartiallyclampsthediscs. Thisisobservedasadropinthecapacitancebelowthefirstresonances. Wewillrefertotherangeoffrequenciesbelowthefirstresonance(<100kHz)ofthesystemasthequasi-static region. The liquid also influences the positions of the overtones as compared with the spectrum of the empty device. In the quasi-static region, the shear modulus is found via the described inversion procedure. The inverted data, i.e., the inferred complex shear modulus, are shown in Fig. S4. 2. Piezo-electric Bulk Modulus Gauge The PBG, which was also depicted in Fig. S2, consists of a spherical shell of a piezo-electric ceramic material polarized in the radial direction. The shell is covered by an electrode material both on the inside and the outside. 3 ] 15 F n 300K [ C′10 5 ] 15 F n [ 226K C′10 5 1 2 3 4 5 6 log(freqency/Hz) FIG. S3. Raw data of the empty (black) and liquid-filled (blue) PSG at two different temperatures. At 300 K the presence of the liquid does not affect the signal because the liquid is quite fluid. At 226 K the liquid partially clamps the discs, which is manifested as a drop in capacitance in the quasi-static region and a shift of the resonances in the high-frequency region. DC704 ] 1 a P G [0.5 ′ G 0 210K Pa]0.3 216K 222K 228K G [0.2 ′ ′ G0.1 0 -3 -2 -1 0 1 2 3 4 log(freqency/Hz) FIG. S4. Real and imaginary parts of the shear modulus of DC704 at four temperatures approaching T . g Applying an electric field to the capacitor, which these electrodes constitute, deforms the ceramic (expanding or contracting depending on the direction of the field) and effectively changes the inner volume of the sphere. A liquid inside the shell will oppose this deformation and thus change the measured capacitance. The difference in capacitancebetweentheempty,freelymovingshellandthepartiallyclampedshellcanberelatedtothebulkmodulus of the liquid. The deformation is radial. An analysis of forced vibrations in a visco-elastic sphere shows that in the low-frequency (quasi-static) region of the measurement this corresponds to an isotropic compression of the liquid, while at high frequencies it is a mixture of bulk and shear deformations. In order to be able to fill the PBG with liquid, a hole is drilled in the shell. A tube is attached over the hole. Filling this tube, as well as the entire shell, allows the PBG to draw in extra liquid when the liquid in the shell contracts during cooling. Thus the liquid volume is constant throughout the duration of the measurement, i.e., at all temperatures. ThemodelingofthePBGissomewhatsimplerthanthatofthePSGsinceonecanassumethatthethicknessofthe ceramicisnegligibleinthedirectionofitsmotion. Thuswecanexpressthemodelintermsofanelectricalequivalent diagram, shown in Fig. S6, where the conversion from electrical to mechanical energy is modeled by a transducer T . r On the electrical side of the diagram there is a capacitor C which corresponds to the actual capacitor constituted by 1 thetwoelectrodes. Onthemechanicalside,thecapacitorC modelstheelasticpropertiesoftheceramic,theinductor 2 L models the inertance, and the resistor R models the friction. The “black box” C is the liquid capacitance which liq is what we want to determine.

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