Abstract
The first-order phase transition between the liquid and gaseous phases ends at a critical point. Critical opalescence occurs at this singularity. Discovered in 1822, it is known to be driven by diverging fluctuations in the density. During the past two decades, boundaries between the gas-like and liquid-like regimes have been theoretically proposed and experimentally explored. Here, we show that fast cooling of near-critical sulfur hexafluoride (SF6), in presence of Earth’s gravity, favors dark opalescence, where visible photons are not merely scattered, but also absorbed. When the isochore fluid is quenched across the critical point, its optical transmittance drops by more than three orders of magnitude in the whole visible range, a feature which does not occur during slow cooling. We show that transmittance shows a dip at 2eV near the critical point, and the system can host excitons with binding energies ranging from 0.5 to 4 eV. The spinodal decomposition of the liquid-gas mixture, by inducing a periodical modulation of the fluid density, can provide a scenario to explain the emergence of this platform for coupling between light and matter. The possible formation of excitons and polaritons points to the irruption of quantum effects in a quintessentially classical context.
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Introduction
The thermodynamic boundary between the liquid1,2 and the gaseous states of matter ends at a critical point. Beyond this point, the substance becomes a supercritical fluid3, which is dense like a liquid and compressible like a gas4, and it is employed in numerous applications, such as extraction, purification, or separation of chemical species across different industries5,6.
Critical phenomena7 has been studied for two centuries. As early as 1822, Charles Cagniard de la Tour observed the formation of a “nuage très épais” (a very thick cloud)8, during the liquefaction of the supercritical fluid. Four decades later, Thomas Andrews9, clearly identified the phenomenon: “...the surface of demarcation between the liquid and gas became fainter, lost its curvature, and at last disappeared. The space was then occupied by a homogeneous fluid, which exhibited, when the pressure was suddenly diminished or the temperature slightly lowered, a peculiar appearance of moving or flickering striae throughout its entire mass.”
Dubbed critical opalescence, this phenomenon was found to occur universally at the critical end point of a liquid-gas transition7. Einstein10 and, independently, Smolouchowski11 identified its origin by noting that fluctuations in the density (and therefore fluctuations in the refractive index) drastically amplify at the critical point. A few years later, Ornstein and Zernike (OZ)12 presented a more sophisticated treatment by introducing the pair-correlation function. A more elaborated version of the latter, taking into account corrections induced by interactions, was proposed half a century later by Fisher13. This spectacular optical phenomenon14,15,16 is known to be one manifestation of the divergence of the correlation length at the critical point. The latter leads to singularities in a host of physical properties, including heat capacity, compressibility, viscosity and thermal conductivity17.
The idea that the supercritical fluid is not featureless has recently gained traction18,19,20,21,22,23,24,25,26 (See refs. 27,28 for alternative views). Several boundaries inside the supercritical fluid, crossovers and not thermodynamic transitions (the Widom line, the Fisher–Widom line, and the Frenkel line) have been proposed.
The dynamic response near the critical temperature is also affected by the competition between the critical slowing down of the heat transfer and the fast thermalization induced by the ‘piston effect’4,17, an adiabatic thermalization via acoustic waves, first invoked to explain unexpected features in micro-gravity experiments29.
With an easily accessible critical temperature (Tc = 318.7 K), and critical pressure (Pc = 3.76 MPa), sulfur hexafluoride (SF6) is a popular platform for the study of the critical point30,31,32 (Fig. 1a, b). During a study of near-critical SF6 subject, we found that when it is quenched below its critical temperature (following the trajectory sketched in Fig. 1c), photons in the visible spectrum are absorbed and not merely scattered. The out-of-equilibrium fluid displays a black band of variable width, with details depending on the cooling rate and the relative orientation of pressure and temperature gradients. Measuring the transmittance across our 4-cm-thick fluid, we found that this blackness is concomitant with a large (four orders of magnitude) attenuation of the transmission coefficient and the appearance. For both slow cooling and fast cooling, we detect an absorption peak at 2 eV.
Critical opalescence, which refers to an amplified turbidity in a fluid kept at thermodynamic equilibrium and pushed to its critical point, is driven by the amplification of Rayleigh and Brillouin scattering of light. It has been experimentally quantified in the presence14 and in the absence33 of gravity. Puglielli and Ford14 verified the OZ theory and quantified the correlation length of SF6 from their data. In their micro-gravity experiment, Lecoutre et al.33 quantified turbidity to within a fraction of millikelvin of the critical temperature and detected deviations from the OZ theory associated with particle-particle interaction, as proposed by Fisher13.
In contrast with these studies, we find that the out-of-equilibrium fluid during a quench becomes black and not merely turbid. One cannot explain this blackness, which is destroyed by reducing the cooling rate and approaching the thermodynamic equilibrium, within the framework of the OZ theory. We argue that the Coulomb attraction between electrons and holes is strong in our context providing a context for the formation of excitons34,35 and their interaction with photons in the visible spectrum. This constitutes a first step towards understanding the experimental observation, which still lacks a solid theoretical account.
A promising framework for our study is the Cahn-Hillard theory of spinodal decomposition36,37,38, which treats binary solids or liquid solutions quenched out of equilibrium. In our experiment, we force our fluid to a point in the phase diagram where the two (gaseous and liquid) phases have different specific volumes at thermodynamic equilibrium. The Cahn-Hillard theory postulates that within the spinodal region (see the dashed lines in Fig. 1c), because of the absence of a thermodynamic barrier, the decomposition is governed by an ‘uphill’ diffusion. This leads to the emergence of spinodal nanostructures in metallic alloys39 and in polymer blends40. In our case, the spatial modulation of the density generated by the quench may favor a type of light-matter coupling reminiscent of polaritons41 in solid state heterostructures.
Results
Observation of emergent darkness
Figure 1b presents a color map of the isochore specific heat (cV) of SF6 near its critical point in units of kB, according to the NIST database42. The boiling line separating the liquid and the vapor phases ends at the critical point, where the Widom line starts. Here, it is plotted by tracking the experimentally resolved42 peak of the specific heat. The Frenkel line, separating the rigid and the non-rigid fluids19,43 is expected to be at lower temperature starting in the liquid state and eventually becoming parallel to the Widom line at higher temperature and pressure.
Our isochore investigation, along the trajectory sketched in Fig. 1c, used a pressure chamber filled with liquefied SF6 gas commercially obtained from Leybold Didactic GMBH (Fig. 2a)44.
We studied three different configurations where the temperature gradient across the chamber (∇T) and the pressure gradient (∇P) were either anti-parallel (∇P ↑↓ ∇T), perpendicular (∇P ⊥ ∇T) or parallel (∇P ↓↓ ∇T), as depicted in panels b–d of Fig. 2. A Platinum sensor monitors the chamber’s temperature TPt, and the gradient is obtained by flowing cooling water through the chamber (See section Methods for details).
A measurement protocol was defined and reproduced for each configuration: the chamber was heated up to 325 K and then cooled down at different rates. The fluid is in the supercritical state and is transparent [see right panels of Fig. 3a–c]. Upon cooling down phase separation occurs and the meniscus was observed by the camera.
Distinct behaviors were observed during warming up and cooling down [Fig. 3a–c]. Below Tc, the gas and liquid phases were visibly distinct. With warming, the meniscus slowly moves upward until it vanishes and leaves the full space for the supercritical phase.
Figure 3 shows a comparison of the evolution of transparency of SF6 during a fast and a slow cooling process. In contrast with the quasi-static process, shown in Fig. 3b (See also Fig. 1 in ref. 17), in the fast-cooling process a black horizontal pattern abruptly appears [Fig. 3c] and then gradually fades away and is replaced by a meniscus separating the two distinct phases. The patterns depend on the cooling rate and configurations.
Visual recording of emergent darkness in the three configurations
The results obtained for the three configurations are presented in the next three Figs. 4–6. Frames were recorded during cooling down with a fixed sampling frequency together with the corresponding chamber’s temperature TPt; an appropriate similarity index (mean squared error, MSE) is computed for each frame and compared with the initial frame (See Methods). We proceed to discuss each configuration.
The anti-parallel configuration
Figure 4 shows the data for this configuration (∇P ↓↑ ∇T). Panel a shows the temporal evolution of the MSE-index (Eq. (6)) extracted from processing the image data together with the corresponding frames at selected instants of times (labeled from A to G) during a cooling rate of 0.4 K/s. The MSE index sharply peaks when the black pattern occupies the widest region. It is, therefore, a reliable quantifier of the black pattern evolution.
Figure 4b shows fluid picture frames during the cooling process. One can see that the temporal evolution of the blackness depends on the cooling rate. The evolution of the MSE index as a function of TPt is shown in Fig. 4c. For fast cooling, the sharp peak occurs well below the critical temperature. As the cooling rate slows down, the temperature at which the MSE index peaks and the blackness appears rises and becomes closer and closer to the critical temperature.
Frames A to G in Fig. 4b reveal a sequence of patterns. In frame B, there is a weak shadow on the upper side of the chamber; in C, a brownish horizontal pattern shows up and then becomes a dark black band in E. For fast cooling, the black horizontal band is centered in the chamber. As the cooling rate decreases, it shifts up toward the upper side of the chamber. At the lowest cooling rates (<0.2 K/s), the black region shows up only from above.
The perpendicular configuration
Figure 5 shows the results for the ∇P ⊥ ∇T configuration. The temporal evolution of the MSE index is shown in Fig. 5a. Its thermal evolution is displayed in Fig. 5c. They both differ from the previous configuration. In particular, the temperature at which the MSE index peaks is barely lower than the critical temperature and shows a much weaker dependence on the cooling rate. In picture frames of the fluid during the cooling [Fig. 5b], one can see qualitative differences with the previous configuration. A black region appears from above (frames B and C). For the fastest cooling rate, this black region gradually covers more than half of the surface. It then becomes gradually transparent and then the phase separation line emerges. In this configuration, when the cooling rate is lower than 0.02 K/s, the dark pattern is almost absent (see F). It is replaced by a blurred frame with no blackness.
The parallel configuration
The data for the last explored configuration (∇T ↓↓ ∇P) is shown in Fig. 6. The time dependence of the MSE index [Fig. 6a], as well as its temperature dependence [Fig. 6c], show subtle differences compared to previous configurations. In particular, well after the peak and the separation between phases [between points F to G in Fig. 6a], there is a large noise indicating persistent turbulence. According to the cooling frames [Fig. 6b], the blackness is not spatially confined and occupies the whole frame. At the slowest cooling rates, there is no clear blackness at all and the MSE, instead of showing a sharp peak, displays a broad maximum near Tc [Fig. 6c]. It is followed by a turbulent process below the critical temperature.
Despite the identical cooling protocol, salient features of the collected data differ in the three cases; a detailed comparison of the evolution of the maximum of the MSE-index and the TPt as a function of cooling rate is reported in the Supplementary Note 2 (See Supplementary Materials for details).
Transmittance spectra
In order to quantify the full opacity effect, we measured the transmittance of the sample in the visible range in the perpendicular configuration for two extreme cooling rates (i.e. ~0.02 K/s and ~0.3 K/s). The data is shown in Fig. 7.
Figure 7a shows a selection (from spectra at 29 different temperatures) of measurements during a slow-cooling process, starting from the supercritical phase at 320 K. This process corresponds to images shown in the bottom row of Fig. 5b. The overall transmittance value decreases with temperature (orange curves), down to 318 K (green curve) then increases (blue curves) back to a value close to the initial measurement. The transmittance of the supercritical (320.8 K) and liquid (316.1 K) are very similar. There are two important features in this data. First, the overall transmittance decreases to about 35% of its maximum value. Even if, visually, this is barely noticeable and easily hidden by the turbid aspect of the mixed-phase, the transmittance does decrease by a large amount. A second, more interesting feature, is the appearance of a marked dip around 2 eV in the transmittance. The amplitude of this dip is small, suggesting either a very weak absorption from the whole sample or, alternatively, a sparse distribution of highly absorbing regions. This marked 2 eV absorption feature appears only in the mixed state. It is absent from both the supercritical and the liquid phases.
Figure 7b shows the transmittance when the sample is cooled at a fast rate of about 0.3 K/sec. Here the temperature is much less well defined as there is a large thermal gradient inside the chamber. We took 62 spectra over 90 s. The data is labeled with the delay after the cooling starting time. The initial overall behavior is the same. Starting from the supercritical phase, the transmittance decreases (red curves) and a dip in the vicinity of 2 eV appears. However, instead of having the transmittance saturating at about 35% of the initial value, here the sample goes fully opaque as shown by the green curved taken 28 s after cooling begins. The transmittance then increases again (blue curves) and the 2 eV dip remains well marked. The large thermal gradient in the chamber implies that we are far from an equilibrium state. As a consequence, this panel does not show the transmittance fully recovering to the liquid state transmittance. Nevertheless, if we wait a few minutes after cooling stops, the transmittance spectrum comes back to the regular spectrum of the liquid state. Figure 7c, we plot the fast cooling transmittance on a logarithmic scale. This figure shows that the system reaches full opacity faster than it recovers its transparency. In addition we see that, in the fast-cooling measurements, the transmittance is at least 4 orders of magnitude smaller than the one from the supercritical or the liquid phases. Note that the 10−5–10−4 range shown in this figure is a limitation of the CCD detector sensitivity rather than a measurement of the sample transmittance.
The absorption coefficient can be defined as \(\alpha =-{d}^{-1}{\log }_{10}T\), where d is the sample thickness and T the transmittance (shown in panels a–c). Figure 7d shows the time dependence of α, taking d = 4 cm, at 3 selected energies – below (1 eV), above (3 eV), and at the minimum of the absorption peak (2 eV). The time dependence is essentially the same for the 3 energies. The fluid is in the supercritical phase at the delay time t = 0. We notice that the absorption coefficient increases slowly to about the 22 s mark where a steep rise gives a five-fold increase to α. It then still shows a sharp but slower decrease to the 40 s mark. From that point on, it takes a long time (a few minutes) for the transmittance to reach its liquid state equilibrium phase. This behavior is qualitatively the same as the one shown in Figs. 4–6 (note that the time scale is reversed in the data shown as a function of temperature). The shaded area in this panel shows the range of values that α takes in our quasi-static measurement, which is, at least, one order of magnitude smaller than the maximum α in fast-cooling spectra.
Previous observations of possibly related phenomena
We have found several reports in scientific literature reporting on darkness observed near a critical point. Garrabos at al. studied supercritical CO2 under micro-gravity (10−4 times less than terrestrial gravity)45 and observed a pattern of interconnected domains and rapid density fluctuations whose origin was not identified. In a related study, Guenoun and co-workers45,46 found black stripes in the images recorded slightly above Tc and attributed it to density gradients induced by a gravity of 2g. Simulations of a supercritical fluid under Earth gravity and with different orientation of thermal gradients were reported by Zappoli and collaborators47,48 (see Supplementary Discussion). Dark granular domains (each containing turbulent activity) were also observed. Ikier et al.49 monitored cooling across Tc in SF6, and observed droplets domains with dark circular regions constituting the meniscus between the liquid-gas separation at each droplet. The formation of such droplets under reduced gravity was studied in detail50,51.
Discussion
Critical opalescence refers to the gradual enhancement of turbidity near the critical point when the latter is approached in thermodynamic equilibrium. Experiments both on Earth14 and in space33 have documented this phenomenon. Our observation is qualitatively distinct. The blackness observed occurs when the two phases are separated and are amplified with an increasing cooling rate.
The Ornstein–Zernike theory of critical opalescence invokes Rayleigh and Brillouin scattering and the Lorenz-Lorentz relation52 linking the refraction index to density. Puglielli and Ford have shown that it leads to the following expression for the scattering rate14:
Here, λ is the photon wavelength, ϵr is the electric permittivity of the medium, ρ is its density and κT is the isothermal compressibility. τ0 has the dimensions of the inverse of length. Its temperature dependence is set by the temperature dependence of the compressibility which diverges at the critical point. The experimental validity of Eq. (1) near the critical point of SF6 was experimentally confirmed on Earth, for (T − Tc) > 0.03 K14, and by very precise micro-gravity experiments to within (T − Tc) ≈ 0.3 mK33.
Our out-of-equilibrium data cannot be accounted for by this equation, which associates the amplification of τ0 with the enhancement of the isothermal compressibility, (κT), and its divergence with the approach of the critical point. The wavelength of visible photons (400 nm < λ < 700 nm) and the critical temperature puts \(\frac{8{\pi }^{3}}{3}\frac{{k}_{B}{T}_{c}}{{\lambda }^{4}}\) in the range of 107–108 J.m−4. The order of magnitude of \(\rho \frac{\partial {\epsilon }_{r}}{\partial \rho }\simeq \frac{\partial {\epsilon }_{r}}{\partial ln\rho }\) is bounded by the Lorentz-Lorenz relation. In this context, Eq. (1) would attribute the magnitude of τ0 ≈ 1 cm−1 (seen during a fast cooling) to an unrealistically large compressibility (1 MPa −1). It is unlikely that the bulk modulus of the fluid becomes suddenly as small as 1 MPa because of fast cooling. The bulk modulus supercritical SF6 (at one degree off the critical temperature) is ≈60 MPa53.
The spectral response brings an important piece to the puzzle. The liquid and supercritical phases are both essentially colorless transparent suggesting featureless transmittance in the visible range. Indeed, the transmittance at 320 K and 316 K of Fig. 7a do not show any absorption lines. The transparency of the end phases led to previous optical studies that looked at integrated or monochromatic transmittance measurements14,33. The absence of absorption lines in the spectra impelled, naturally, a description of the critical opalescence in terms of light diffusion only.
However, in our measurements, near the critical point and only there, an optical absorption band, hence electrical-dipole-coupled transition, appears around 2 eV. The presence of an absorption peak shows that quantum mechanical processes (optical transitions) are at work.
In reasonably transparent media, the absorption coefficient is dominated by ε″, the imaginary part of the dielectric function. A quantum-mechanical dipole-transition formalism leads to54:
where ω0 is the dipole-excitation resonance frequency, γ the resonance line-width (inverse lifetime). The parameter \({f}_{0}=\frac{2m{\omega }_{0}}{\hslash }| \langle 0| x| n\rangle {| }^{2}\), dubbed the oscillator strength, is proportional to the induced dipole matrix element between the ground and excited states. It is fair to wonder what generates ω0 ≃ 2 eV in our case.
The vibrational or rotational energy scales of single molecules are too low. The largest Raman-active mode of a SF6 molecule is only ≈ 0.096 eV55,56 and the strongest infrared absorption (which makes SF6 a powerful green house gas) occurs near 0.117 eV57.
On the other hand, the electronic band gap of the solid state is as large as 7 eV (See the band structural calculations in the Supplementary Note 1). This roughly quantifies the hopping energy of electrons across adjacent (van der Waals bound) SF6 molecules and is expected to be relevant in a liquid phase of similar density. After all, optical gaps in crystalline and amorphous silicon have comparable amplitudes58. We also note that the experimentally resolved band gap in solid and liquid Xe are close to each other (≈9 eV)59. More generally, the phonon theory of liquid thermodynamics60 has recalled the existence of solid-like behavior in liquids in many aspects.
The ~7 eV hopping energy of electrons is much higher than the energy of visible photons (0.5–2 eV). This ab initio theoretical result is compatible with the absence of visible-energy optical transitions (absorption lines) in the transmittance and, more generally, with the transparency of the liquid and supercritical states.
In search for the source of the 2 eV energy scale, let us turn our attention to the dielectric constant of SF6 (ϵr), which sets the amplitude of the screening of Coulomb potential. It is linked to the molecular polarizability, α, and the fluid density, N, through the Clausius–Mossotti relation:
The density of the fluid near the critical point is available thanks to ref. 42 (see Fig. 8a). The extracted inter-molecular distances are shown in Fig. 8b. We have injected the density of fluid and the polarizability of SF6 (α = 6.5 Å−3 61,62) in Eq. (3) to quantify ϵr of the three phases in our range of interest. The result is shown in Fig. 8c. The experimentally measured values of ϵr62 at several temperatures are also shown. The small ϵr paves the way towards the formation of excitons with a strong binding energy.
A hydrogenic pair of electrons and holes has an effective Bohr radius of:
With ϵr < 1.5, \(\frac{1}{{m}_{e}}\gg \frac{1}{{m}_{h}}\), and me ≈ m0, Eq. (4) yields an \({a}_{B}^{* }\, \approx\) 1Å, shorter than the distance between S and F atoms of the same molecule. Therefore, excitons are expected to be tightly bound. The energy of a Frenkel exciton63,64 is given by:
Here, ϵ0 is the vacuum permittivity, ϵr is the electric permittivity of the medium and deh is the distance between the electron and the hole.
We calculated the energy of Frenkel excitons according to Eq. (5) for the shortest possible deh. As shown in Fig. 9a, the separation between an F atom (locus of an electron) and an S atom (locus of a hole) is a1 = 1.57 Å, which is when F and S atoms are on the same molecule. The next possibility is a2. It designates the distance between an S atom and an F atom located on adjacent molecules. In contrast to a1, a2 varies with the fluid density. Figure 9b shows \({E}_{exc}^{F}\) for these two types of excitons as a function of temperature, taking the extreme values of ϵr at each temperature.
The energy separation between a1 and a2 excitons is roughly 2 eV, close to the dip resolved by transmittance experiment. Thus, exciton formation near the critical point provides a possible explanation. We note that this is not the first case of exciton physics in a liquid. Tightly bound excitons have been detected in liquid Xe above its melting temperature59.
The mechanism generating the darkness during a quench is yet to be identified. Fast cooling of the fluid kept at a constant volume below its critical temperature triggers spinodal decomposition36,37,38 of the fluid to its liquid and gaseous components with an intricate nanometric structure. This opens the window to other quantum phenomena.
Quantum confinement is well-known thanks to research on quantum dots. Clusters of hundreds to thousands of atoms enclosed in a foreign matrix can display optical properties distinct from the bulk material65. Liquid droplets may also become optical micro-cavities capable of morphology-dependent resonances66, a cradle for polaritons. The latter are hybrid quasi-particles arising from the interaction of light with electrical-dipole optical transitions67,68,69. Following the detection of exciton-photon coupling in semiconductor microcavities three decades ago70,71,72, multiple platforms for observing polaritonic phenomena have been reported. Basov et al.41 have recently listed at least 70 different types of polaritonic light-matter dressing effects.
Spinodal decomposition is known to generate periodical modulation of the density of the relative composition of the two components of the fluid40. This has been established in a variety of systems ranging from copper-nickel alloys39 to polymers blends40. The length scale of this modulation depends on physical properties and is generally measured in tens of nanometers. In contrast to nucleation and growth, the decomposition is a gentle, steady process with a steady increase in the local density gradient (see Fig. 9c), making it suitable for producing controlled structures at sub-micronic length scales73.
It is tempting to speculate that when this process is triggered by quenching SF6 to its spinodal phase, a liquid-gas morphology emerges which strengthens light-matter interaction. One possibility is that a gentle gradient of density leads to a multitude of barely separated exciton energy levels.
Conclusions
We found that when near-critical SF6 is quenched, it becomes dark and its transmittance drops by, at least, four orders of magnitude. An optical transition appears in the vicinity of 2 eV. This case of pattern formation in an out-of-equilibrium fluid is distinct from amplified turbidity caused by light scattering at thermal equilibrium in the vicinity of the critical point. The band gap of bulk SF6 is too large, and the vibrational energy is too small to allow the absorption of visible light. Frenkel excitons with a separation level of ≈2 eV are expected to be there. It remains to be understood how the spinodal decomposition caused by the quench triggers darkness across a broad spectral range.
Methods
The SF6 chamber
A Leybold Didactic GMBH pressure chamber (Fig. 2a) filled with liquefied SF6 was used for the experiment44. A platinum sensor placed into a lateral cavity allowed monitoring of the approximate temperature TPt of the chamber. The latter is provided with two optical windows and inner pipes to circulate cooling water. The setup includes a light bulb in front of one of the two optical windows and a standard optical camera in front of the other one. The fluid images were recorded during the experiment. The circulation pipes were connected to a water bath with a controlled temperature. The arrangement allowed for setting a reproducible, stable, and uniform temperature of the chamber above Tc by heating.
The water circulation cools one side of the chamber before the other, generating a thermal gradient. Using an infrared camera, we verified (see the Supplementary methods (See Supplementary Materials for details)) the orientation of the temperature gradient as depicted in Fig. 2 for the three configurations. Since the cavity of the sensor is placed on the cold side of the chamber, in the following, the sensor temperature, TPt, refers to the colder end of the temperature gradient. The chamber did not allow for modifications to host sensors inside itself. Therefore, the amplitude of the temperature gradient inside the fluid is known with limited accuracy.
The chamber was fixed on a small homemade optical table with dumping supports decoupling the fluid from external vibrations and could be oriented along three orientations. The pressure gradient (∇P) due to gravity points downward and, using the critical mass density of SF6 (ρc = 742 kg.m−3) is estimated to be \(\frac{dp}{dz}\simeq 7.3\) Pa.mm−1.
Frames processing
The recorded images were processed through a Python routine comparing each frame by its precedent in order to quantify the observed variation as a function of time and TPt. The frames were first translated in a scale of grays and then compared using the mean squared error (MSE) index, defined as
where I(i, j) represents the intensity of the (i, j) pixel in a scale of grays quadratically summed over all the matrix columns and rows of the image with respect to the I0(i, j) calculated at the initial conditions; (m, n) are the rows and columns that span the full matrix of pixels.
Optical spectroscopy transmission
Optical spectroscopy transmission measurements complemented the image recording experiments. We compared the transmittance across the fluid when it was cooled very slowly to when it was quenched rapidly below the critical point. Transmittance spectra in the visible range were collected from 1100 to 350 nm (1 to 3.5 eV) in an AvaSpec 2048-14 optical fiber dispersive spectrometer with a resolution of 2 nm. We utilized a deuterium-arc combined with a halogen lamp to cover this range. The spectrometer diffraction grating, combined with the sensitivity of the CCD detector, limits the low-energy range of the spectrum. The high-energy cut-off comes from the two glass windows of the chamber. The transmission of the liquid and the supercritical phases was normalized by the transmission of the gaseous phase measured at 315 K. All measurements were collected starting from the supercritical phase at 320 K. In the slow-cooling experiment, measurements were performed with 1000 averages of 2.17 ms-integration-time spectra. During the quench (i.e. fast cooling) experiment, the spectra-acquisition rate was decreased to 100 averages. All the spectra were collected in the (∇P ⊥ ∇T) configuration.
Band structure calculations
The band structure calculations (See Supplementary Note 1 (See Supplementary Materials for details)) were performed using the generalized full-potential method as implemented in the wien2k package74. Muffin-tin radii of 1.39 and 1.53 a.u. for S and F, respectively, were used. The plane-wave cutoff was set by \(R{K}_{\max }=9\), where \({K}_{\max }\) is the plane-wave cutoff and R is the smallest muffin-tin radius used in the calculations. 16 × 16 × 16 and 4 × 4 × 4k-point grid was used for the Im3m and C2/m phases, respectively, to perform the Brillouin zone integration in the self-consistent calculations.
Data availability
Data sets generated during the current study are available from the corresponding author on reasonable request. A selection of frame sequences is reported as Supplementary Movies.
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Acknowledgements
We thank Hervé Aubin, Daniel Baysens, Benoi^t Fauqué, Sandrine Ithurria Lhuillier, Arthur Marguerite, Xavier Marie, and Bernard Zappoli for stimulating discussions and critical remarks. V.M. acknowledges FAPESP(2018/19420-3). J.L.J. acknowledges FAPESP(2018/08845-3) and CNPq (310065/2021-6). K.B. is supported by the Agence Nationale de la Recherche (ANR-19-CE30-0014-04).
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K.B. designed the research. A.A. and L.A.A. made the initial observation. Afterwards, V.M. and J.L.J. performed a detailed quantitative investigation of the emergent darkness in three different configurations. V.M. analyzed the frames of visual recordings and produced Figs. 3–6. RPSML measured and analyzed the transmittance spectra (Fig. 7). AS performed the band calculations. K.B. conceived Figs. 8 and 9. K.B., V.M., R.P.S.M.L. and A.S. wrote the paper, with feedback from all authors.
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Martelli, V., Anquetil, A., Al Atik, L. et al. Near-critical dark opalescence in out-of-equilibrium SF6. Commun Phys 7, 133 (2024). https://doi.org/10.1038/s42005-024-01622-9
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DOI: https://doi.org/10.1038/s42005-024-01622-9
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