Romain Pierrat’s research while affiliated with Langevin Institute, French Institute of Health and Medical Research and other places

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Publications (112)


FIG. 4. Probability distribution of the eigenvalues τn of the dwell-time operator Q d . Different histograms correspond to varying detuning values δ, with system dimensions and density matching those used in Fig. (2) (see Table I for details on the propagation regimes). The left panel displays the short-time histograms on a linear scale, while the right panel shows the long-time tails on a log-log scale. The green solid line is a theoretical prediction based on the ballistic time of rays in the sample, as expressed in Eq. (30). The blue solid line represents the theoretical prediction for the diffusive regime, as described by the combination of Eqs. (31), (33), (13), and (32). The red solid and dotted lines correspond to Eqs. (35) and (36), respectively. All times are normalized by the ballistic time, τ b = L/c.
FIG. 5. Maximal dwell-time in the diffusive regime for moderate (green) and large (purple) values of the quality factor Q of the resonators. The normalized mean free path k0ℓ(ω), given by Eq. (13), is tuned by varying the number of scatterers from Ns = 100 to 12750, while keeping the frequency on resonance (δ = 0). The system has length k0L = 5000 and supports N = 47 transverse channels. Numerical simulation results (dots) are compared to the theoretical prediction (solid lines), determined by the upper edge 1/β of the distribution (31), with a good approximation provided by Eq. (34). Dotted lines highlight the 1/ℓ(ω) dependence of the maximal dwell-time when Q ≪ 2k0ℓ(ω) and the 1/ℓ(ω) 2 dependence when Q ≫ 2k0ℓ(ω).
FIG. 6. Intensity maps In(x, y) = |Ψn(x, y)| 2 and integrated intensity profiles In(x) = W 0
Open and trapping channels in complex resonant media
  • Preprint
  • File available

November 2024

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39 Reads

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Romain Pierrat

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Arthur Goetschy

We present a statistical study of the transmission and dwell-time matrices in disordered media composed of resonators, focusing on how frequency detuning influences their eigenvalue distributions. Our analysis reveals that the distribution of transmission eigenvalues undergoes a transition from a monomodal to a bimodal profile, and back to monomodal, as the frequency approaches the resonant frequency of the particles. Moreover, the distribution of dwell-time eigenvalues broadens significantly near resonance, with the longest lifetimes exceeding the median by several orders of magnitude. These results are explained by examining how frequency ω\omega affects the transport mean free path of light, (ω)\ell(\omega), and the energy transport velocity, vE(ω)v_E(\omega), which in turn shape the observed distributions. We demonstrate the strong potential of wavefront shaping to enhance both transmission and energy storage in resonant disordered media. In the diffusive regime, where the system thickness L exceeds the mean free path, both transmission and dwell time can be enhanced by a factor L/(ω)1\varpropto L/\ell(\omega) \gg 1 when using wavefronts associated with the largest eigenvalues instead of plane waves. In the localized regime, the enhancements become Ne2L/ξ\varpropto Ne^{2L/\xi} for transmission and Nξ/L\varpropto N\xi /L for dwell time, where ξ\xi is the localization length and N is the number of controlled scattering channels. Finally, we show that employing high-Q resonators instead of low-Q ones increases energy storage within the medium by a factor of Q/k(ω)\varpropto Q/k\ell(\omega), in both the diffusive and localized regimes.

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Causality and instability in wave propagation in random time-varying media

October 2024

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14 Reads

We develop a theoretical model to investigate wave propagation in media with random time-varying properties, where temporal fluctuations lead to complex scattering dynamics. Focusing on the ensemble-averaged field, we derive an exact expression for the average Green's function in the presence of finite temporal disorder, and extend our analysis to the thermodynamic limit. In contrast to spatial disorder, causality prevents recurrent scattering, allowing us to achieve a non-perturbative solution. We identify two distinct propagation regimes: one where the field oscillates with constant amplitude, and another where it grows exponentially at long times. Our findings offer new insights into wave dynamics in temporally disordered media, with potential applications in time-varying metamaterials, dynamic sensing, and imaging in turbulent or chaotic environments.


FIG. S1. Nonlinear disordered sample. (a) Optical image (in reflection configuration) of the disordered sample. (b) Scanning electronic microscope image of the slab, showing a typical arrangement of the nanoparticles.
FIG. S6. Measured relation between thickness and inverse transmittance at 450 nm and 950 nm. The dots and the errorbars represent the mean values and the standard deviation, respectively. From the slope of the linear fit (solid lines), we extract the transport mean free paths ℓt according to Eq. (S14).
Mesoscopic light transport in nonlinear disordered media

September 2024

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133 Reads

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Romain Pierrat

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[...]

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Nonlinear disordered media uniquely combine multiple scattering and second-harmonic generation. Here, we investigate the statistical properties of the nonlinear light generated within such media. We report super-Rayleigh statistics of the second-harmonic speckle intensity, and demonstrate that it is caused by the mesoscopic correlations arising in extreme scattering conditions. The measured conductance is the lowest ever observed in an isotropically scattering 3D medium, with applications in broadband second-harmonic generation, wavefront shaping in nonlinear disordered media, and photonic computing.


Recovering particle velocity and size distributions in ejecta with photon Doppler velocimetry

August 2024

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72 Reads

When a solid metal is struck, its free surface can eject fast and fine particles. Despite the many diagnostics that have been implemented to measure the mass, size, velocity, or temperature of ejecta, these efforts provide only a partial picture of this phenomenon. Ejecta characterization, especially in constrained geometries, is an inherently ill-posed problem. In this context, Photon Doppler Velocimetry (PDV) has been a valuable diagnostic, measuring reliably particles and free surface velocities in the single scattering regime. Here, we present ejecta experiments in gas and how, in this context, PDV allows one to retrieve additional information on the ejecta, i.e., information on the particles’ size. We explain what governs ejecta transport in gas and how it can be simulated. To account for the multiple scattering of light in these ejecta, we use the Radiative Transfer Equation (RTE) that quantitatively describes PDV spectrograms, and their dependence not only on the velocity but also on the size distribution of the ejecta. We remind how spectrograms can be simulated by solving numerically this RTE and we show how to do so on hydrodynamic ejecta simulation results. Finally, we use this complex machinery in different ejecta transport scenarios to simulate the corresponding spectrograms. Comparing these to experimental results, we iteratively constrain the ejecta description at an unprecedented level. This work demonstrates our ability to recover particle size information from what is initially a velocity diagnostic, but more importantly it shows how, using existing simulation of ejecta, we capture through simulation the complexity of experimental spectrograms.


Recovering particle velocity and size distributions in ejecta with Photon Doppler Velocimetry

June 2024

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11 Reads

When a solid metal is struck, its free surface can eject fast and fine particles. Despite the many diagnostics that have been implemented to measure the mass, size, velocity or temperature of ejecta, these efforts provide only a partial picture of this phenomenon. Ejecta characterization, especially in constrained geometries, is an inherently ill-posed problem. In this context, Photon Doppler Velocimetry (PDV) has been a valuable diagnostic, measuring reliably particles and free surface velocities in the single scattering regime. Here we present ejecta experiments in gas and how, in this context, PDV allows one to retrieve additional information on the ejecta, i.e. information on the particles' size. We explain what governs ejecta transport in gas and how it can be simulated. To account for the multiple scattering of light in these ejecta, we use the Radiative Transfer Equation (RTE) that quantitatively describes PDV spectrograms, and their dependence on the velocity but also on the size distribution of the ejecta. We remind how spectrograms can be simulated by solving numerically this RTE and we show how to do so on hydrodynamic ejecta simulation results. Finally, we use this complex machinery in different ejecta transport scenarios to simulate the corresponding spectrograms. Comparing these to experimental results, we iteratively constrain the ejecta description at an unprecedented level. This work demonstrates our ability to recover particle size information from what is initially a velocity diagnostic, but more importantly it shows how, using existing simulation of ejecta, we capture through simulation the complexity of experimental spectrograms.



Integration contours used to compute the average Green function. (a) and (b) are used for the inverse Fourier transform for positive and negative positions, respectively. (c) and (d) are used for the inverse Fourier transform for negative and positive times, respectively. In these representations, we have assumed $\operatorname {Im}\Sigma (k_b,\omega )>0$ for (a) and (b) and $\operatorname {Im}\Sigma (k,\omega _b)>0$ for (c) and (d), as explained in the main text.
(a) Example of spatial disorder at a fixed time $t$ . (b) Comparison between the disorder correlation function in space computed numerically and that given by Eq. (44). The parameters are: $\sqrt {AB}=2{\times}10^{-2}$ and $\epsilon _b=1$ . $1680$ disorder configurations are used to perform the statistical average.
Intensity of the average field versus the normalized space variable $k_0x$ , with $k_0=\omega _0/c$ . This intensity is computed numerically (red solid line) and analytically (blue solid line for the full model, black dotted line for the model taking into account the space disorder only, i.e. $\tau \to \infty$ , and green dotted line for the model taking into account the time disorder only, i.e. $\ell \to \infty$ ). The plot corresponds to the normalized time $\omega _0t=4000$ . The parameters are: $k_0L=8000$ , $k_0\ell =4$ , $\omega _0\tau =4$ , $\sqrt {AB}=2{\times}10^{-2}$ , $\epsilon _b=1$ and $\omega _0t_r=100$ . $10^4$ disorder configurations are used to perform the statistical average.
Intensity of the average field as a function of the normalized time variable $\omega _0t$ with $\omega _0=k_0c$ . This intensity is computed numerically (red solid line) by applying Eq. (61) and analytically (blue solid line for the full model, black dotted line for the model taking into account the space disorder only, i.e. $\tau \to \infty$ , and green dotted line for the model taking into account the time disorder only, i.e. $\ell \to \infty$ ). The plot corresponds to a fixed normalized $k_0x=0$ . The parameters are: $k_0L=8000$ , $k_0\ell =4$ , $\omega _0\tau =4$ , $\sqrt {AB}=2{\times}10^{-2}$ , $\epsilon _b=1$ , $\omega _0t_r=0.1$ and $\omega _0T=30$ . $10^4$ disorder configurations are used to perform the statistical average. Short times are not represented since for $t<T$ , the averaging procedure given by Eq. (61) leads to an oscillating signal because of the Heaviside step function at $t=0$ .
Multiple scattering theory in one dimensional space and time dependent disorder: average field [Invited]

February 2024

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21 Reads

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3 Citations

We theoretically study the propagation of light in one-dimensional space- and time-dependent disorder. The disorder is described by a fluctuating permittivity ε(x, t) exhibiting short-range correlations in space and time, without cross correlation between them. Depending on the illumination conditions, we show that the intensity of the average field decays exponentially in space or in time, with characteristic length or time defining the scattering mean-free path ℓ s and the scattering mean-free time τ s . In the weak scattering regime, we provide explicit expressions for ℓ s and τ s , that are checked against rigorous numerical simulations.


(a) Illustration of the micro-jet mechanism in a typical shock ejecta experiment. Upon reaching the machined free surface, the shock wave first comes into contact with the inwardly directed grooves. Under right angle conditions, the shock wave is reflected and the inward grooves become outward micro-jets. Due to the velocity gap between the jet-heads and the free surface, the micro-jets are stretched until surface tension is no longer sufficient to hold matter together and fragmentation begins. This results in the creation of an ejecta. (b) Schematic representation of a typical shock-loaded experiment with a PDV setup. The probe illuminates the ejecta and the free surface with a highly collimated laser beam (numerical aperture of 4.2 mrad and pupil size ϕ p = 1.3 μ m). The backscattered field is collected by the probe as the measuring arm and interferes with the reference arm at the detector. The beating signal is registered with a high bandwidth oscilloscope before being analyzed. (c) Spectrogram of a tin micro-jetting experiment under pyrotechnic shock at P = 25 GPa.²⁴ The free surface was engraved with 25 × 8 μ m 2 grooves. Independent Asay window² measures gave an estimated surface mass M s = 5 mg / cm 2.
(a) Comparison of spectra considering only single scattering (black dotted line) and with all scattering orders (orange solid line). The simulations are carried out with the ejecta parameters defined in Sec. V E and for a time t = 10 μ s. This gives an ejecta of optical thickness b = 42. We can observe that the high frequencies correspond to single scattering events. This is expected, since it also corresponds to the highest velocities, i.e. the front of the ejecta. For lower frequencies, the signal is given by multiple scattering events. (b) Spectra for different optical thicknesses. Same parameters as in (a). The variations in the optical thickness is obtained by changing M s, the total ejected mass per unit area. From left to right M s = 0.47 mg / cm 2, M s = 1.41 mg / cm 2, M s = 4.71 mg / cm 2, and M s = 20 mg / cm 2 resulting in b = 1, b = 4, b = 10, and b = 42.
(a) Comparison between the particle size distributions at the front of the ejecta (dotted line), at the back (dashed-dotted line), and for a spatial average over the ejecta (solid line). The parameters are given in Sec. V F. (b) Comparison between ejecta layouts. Same parameters as in Fig. 3(a), except for the upscaled homogeneous spectrum obtained by increasing M s in order to get an optical thickness b = 19.6. (c) Comparison between the scattering mean free paths for the three ejecta corresponding to the spectra in Fig. 3(b).
Characterization of ejecta in shock experiments with multiple light scattering

February 2024

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26 Reads

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4 Citations

Upon impact, the free surface of a solid metal may eject a cloud of fast and fine particles. Photon Doppler Velocimetry (PDV) is one of the optical diagnostics used to characterize these ejecta. Although the technique provides a direct way to estimate the particle velocities in the single scattering regime, it has been shown that multiple scattering cannot be neglected in real ejecta. Here, we derive a model for PDV measurements starting from the first principles of wave scattering. We establish rigorously the relationship between the specific intensity and the measured signal, as well as the Radiative Transport Equation (RTE) that describes the evolution of the specific intensity upon scattering and absorption in dynamic ejecta, including the effects of inelastic scattering and inhomogeneities in the optical properties. We also establish rigorously the connection between the Monte Carlo scheme used for numerical simulations and the solution to the RTE. Using numerical simulations, we demonstrate the crucial contribution of multiple scattering to PDV spectrograms as well as the effect of statistical inhomogeneities in particle size distribution. These results could substantially impact the analysis of ejecta by PDV.


Light in correlated disordered media

November 2023

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163 Reads

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88 Citations

Review of Modern Physics

The optics of correlated disordered media is a conceptually rich research topic emerging at the interface between the physics of waves in complex media and nanophotonics. Inspired by photonic structures in nature and enabled by advances in nanofabrication processes, recent investigations have unveiled how the design of structural correlations down to the subwavelength scale could be exploited to control the scattering, transport, and localization of light in matter. From optical transparency to superdiffusive light transport to photonic gaps, the optics of correlated disordered media challenges our physical intuition and offers new perspectives for applications. This review examines the theoretical foundations, state-of-the-art experimental techniques, and major achievements in the study of light interaction with correlated disorder, covering a wide range of systems: from short-range correlated photonic liquids to Lévy glasses containing fractal heterogeneities to hyperuniform disordered photonic materials. The mechanisms underlying light scattering and transport phenomena are elucidated on the basis of rigorous theoretical arguments. Ongoing research on mesoscopic phenomena such as transport phase transitions and speckle statistics and the current development of disorder engineering for applications such as light-energy management and visual appearance design are overviewed. Finally, special efforts are made to identify the main theoretical and experimental challenges to address in the near future.


Photon diffusion in space and time in a second-order-nonlinear disordered medium

November 2023

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36 Reads

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5 Citations

Physical Review A

We report experimental and theoretical investigations of photon diffusion in a second-order-nonlinear disordered medium under conditions of strong nonlinearity. Experimentally, photons at the fundamental wavelength (λ=1064nm) are launched into the structure in the form of a cylindrical pellet, and the second-harmonic (λ=532nm) photons are temporally analyzed in transmission. For comparison, separate experiments are carried out with incident green light at λ=532nm. We observe that the second-harmonic light peaks earlier compared to the incident green photons. Next, the sideways spatial scattering of the fundamental as well as second-harmonic photons is recorded. The spatial diffusion profiles of second-harmonic photons are seen to peak deeper inside the medium in comparison to both the fundamental and incident green photons. In order to give more physical insights into the experimental results, a theoretical model is derived from first principles. It is based on the coupling of transport equations. Solved numerically using a Monte Carlo algorithm and experimentally estimated transport parameters at both wavelengths, it shows excellent semiquantitative agreement with the experiments for both fundamental and second-harmonic light.


Citations (55)


... Mustafa et al. achieved tailored distributions of scattering directions in artificial structures designed in reciprocal space to scatter incident radiation only for defined wavelengths and directions [12]. Selvestrel et al. addressed the question of light intensity propagation through space-and time-dependent disorder in one-dimensional systems with short-range correlations and provided explicit expressions, valid in the in the weak scattering regime, for the scattering mean-free time and mean-free path in agreement with numerical simulations [13]. Finally, Shubitidze et al. introduced the localization landscape theory for classical optical waves in multifractal scattering potentials and experimentally investigated, using leaky-mode spectroscopy, the localization properties of silicon nitride nanophotonic membranes in the visible spectrum, establishing a scalable approach to enhance light-matter interactions in extended scattering media with tailored multiscale disorder [14]. ...

Reference:

Beyond Order: Random, Aperiodic, and Hyperuniform Photonic Materials: introduction to the special issue
Multiple scattering theory in one dimensional space and time dependent disorder: average field [Invited]

... 17,18 With a single scattering hypothesis, the PDV response of an ejecta, its time-velocity spectrogram, can be seen as the velocity distribution of the ejecta at a given time. Recently, we have shown 19 that this spectrogram is in fact the solution of a broader light transport model which is sensitive to the particle size distribution and its statistical inhomogeneities throughout the medium. Compared to Mie-scattering and holography diagnostics that are based on off-axis and transmission measurements, PDV is on-axis and in reflection. ...

Characterization of ejecta in shock experiments with multiple light scattering

... Such "asymmetric" microcavities can also be interesting for applications in light trapping and the physics of random media [101,102]. In the examples presented above, the cavity can be switched on and off at different positions inside the medium, effectively creating a "time-varying random medium." ...

Light in correlated disordered media
  • Citing Article
  • November 2023

Review of Modern Physics

... As the angle of incidence of one beam was changed, the SHG speckle associated with it also changed. Samanta et al. studied speckle correlations for both harmonics in χ (2) -nonlinear disordered media while varying the intensity of the fundamental beam [78]. The sample utilized in the experiment consisted of KDP microparticles, loosely packed inside the sample (see the schematic of the experiment in Fig. 7e). ...

Speckle Decorrelation in Fundamental and Second-Harmonic Light Scattered from Nonlinear Disorder
  • Citing Article
  • November 2022

Physical Review Applied

... In random photonic materials, the analogue of the electronic DoS is played by the statistics of the photon density of states (PDoS) and the states are quasinormal modes (QNMs) with complex energies, owing to non-Hermiticity induced by leakage or absorption [1]. The PDoS contains crucial information on the optical transport properties of the material [2][3][4][5][6][7], with important implication on light localization [8][9][10], bandgap formation [11] or lasing in the presence of gain with long-lived quasi-extended modes [12]. In this work, we report a phase-transition-like phenomenon in the context of dielectric disordered metasurfaces, revealing a close photonic analogue to the behavior observed in electronic systems. ...

Pseudogap and Anderson localization of light in correlated disordered media

Physical Review Research

... Rohfritsch [74] proposed a new reading of the FW theory [47] by studying different possible FW formulations and evaluating the effect of the correlation between scatterers on the effective parameters versus frequency. In low-frequency regime, a shift to negative values in attenuation is also observed with the FW + HC model (FW theory with the hole correction) for high scatterers concentration (Fig. 4.14 in [75]); an important improvement can be obtained in low-frequency using a FW theory including a realistic pair-correlation function deduced from a random generator of scatterers locations. ...

Propagation of scalar waves in dense disordered media exhibiting short- And long-range correlations

PHYSICAL REVIEW E

... The PTC in question consists of a non-magnetic medium, where the permeability µ remains constant over time, with only the dielectric constant ε(t) being modulated temporally, as commonly employed in previous studies [35,38]. The PTC is a temporal multilayer structure, and the model is constructed along the time axis, as shown in Fig. 1(a) [39]. ...

Universal Statistics of Waves in a Random Time-Varying Medium
  • Citing Article
  • August 2021

Physical Review Letters

... Third, the choice of the shape of the infinitesimal exclusion region (i.e., D (q ) ) leads to a different expansion parameter L (q ) p that determines the convergence properties. Thus, unlike standard multiple-scattering theories [38,62,63], here one can naturally "tune" the general series expansion to obtain distinctly different approximations suited for certain classes of microstructures. Fourth, the left side of the series [Eq. ...

Light in correlated disordered media

... One important subclass of such hyperuniform media is the disordered stealthy varieties in whichχ V (k) = 0 for 0<|k|<K [28,[51][52][53], meaning that they completely suppress single scattering of incident radiation for these wavevectors [26,52]. These exotic disordered systems exhibit novel electromagnetic wave transport properties, including high transparency in the optically dense regime, maximized absorption, and complete photonic band-gap formation [1,3,5,8,[10][11][12]14,[19][20][21][22]39,[54][55][56]. ...

Absorption of scalar waves in correlated disordered media and its maximization using stealth hyperuniformity
  • Citing Article
  • May 2020

Physical Review A