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Extracting complete resonance characteristics from the phase of physical signals

Isam Ben Soltane* and Nicolas Bonod†

  • *Contact author: isam.ben-soltane@fresnel.fr
  • †Contact author: nicolas.bonod@fresnel.fr

Phys. Rev. Research 8, 013240 – Published 5 March, 2026

DOI: https://doi.org/10.1103/xj73-mrm2

Abstract

Resonances are ubiquitous in wave physics and shape the spectral response of every linear physical system. Yet their description remains fragmented, through partial and sometimes competing definitions. Here, we show that the resonance properties are fully encoded in the phase of the response functions of physical systems and can be decoded by deriving the spectral function of the phase. The frequency derivative of the phase is related to the Wigner-Smith time-delay operator, but is applied to individual elements of the scattering matrix. By deriving the meromorphic expansion of this scalar element-wise time delay in terms of poles and zeros in the complex frequency plane obtained from the knowledge of both phase and amplitude of the response function, we demonstrate that it yields a quality function whose peaks reveal both the strength and the position of each resonance. This expression proves that poles only are not sufficient to fully characterize resonances and that zeros bring the other part of the information. The numerical calculation of the quality function together with the analytical and balanced treatment of poles and zeros provide a rigorous framework for identifying and quantifying resonances without any prior knowledge of the physical system.

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References (78)

  1. H. Altug, D. Englund, and J. Vučković, Ultrafast photonic crystal nanocavity laser, Nat. Phys. 2, 484 (2006).
  2. A. Kodigala, T. Lepetit, Q. Gu, B. Bahari, Y. Fainman, and B. Kanté, Lasing action from photonic bound states in continuum, Nature (London) 541, 196 (2017).
  3. R. Contractor, W. Noh, W. Redjem, W. Qarony, E. Martin, S. Dhuey, A. Schwartzberg, and B. Kanté, Scalable single-mode surface-emitting laser via open-Dirac singularities, Nature (London) 608, 692 (2022).
  4. J. Claudon, J. Bleuse, N. S. Malik, M. Bazin, P. Jaffrennou, N. Gregersen, C. Sauvan, P. Lalanne, and J.-M. Gérard, A highly efficient single-photon source based on a quantum dot in a photonic nanowire, Nat. Photon. 4, 174 (2010).
  5. S. Haroche, M. Brune, and J. Raimond, From cavity to circuit quantum electrodynamics, Nat. Phys. 16, 243 (2020).
  6. J. C. Owens, M. G. Panetta, B. Saxberg, G. Roberts, S. Chakram, R. Ma, A. Vrajitoarea, J. Simon, and D. I. Schuster, Chiral cavity quantum electrodynamics, Nat. Phys. 18, 1048 (2022).
  7. S. Barzanjeh, A. Xuereb, S. Gröblacher, M. Paternostro, C. A. Regal, and E. M. Weig, Optomechanics for quantum technologies, Nat. Phys. 18, 15 (2022).
  8. J. Vijayan, J. Piotrowski, C. Gonzalez-Ballestero, K. Weber, O. Romero-Isart, and L. Novotny, Cavity-mediated long-range interactions in levitated optomechanics, Nat. Phys. 20, 859 (2024).
  9. M. K. Zalalutdinov, J. T. Robinson, J. J. Fonseca, S. W. LaGasse, T. Pandey, L. R. Lindsay, T. L. Reinecke, D. M. Photiadis, J. C. Culbertson, C. D. Cress, et al., Acoustic cavities in 2D heterostructures, Nat. Commun. 12, 3267 (2021).
  10. J. D’Azzo, Linear Control system analysis and design, in International Federation of Automatic Control (1983), Vol. 19, p. 587.
  11. I. Ben Soltane, R. Colom, B. Stout, and N. Bonod, Derivation of the transient and steady optical states from the poles of the S-matrix, Laser Photonics Rev. 17, 2200141 (2022).
  12. R. A. Konoplya and A. Zhidenko, Quasinormal modes of black holes: From astrophysics to string theory, Rev. Mod. Phys. 83, 793 (2011).
  13. H. Van der Auweraer and B. Peeters, Discriminating physical poles from mathematical poles in high order systems: Use and automation of the stabilization diagram, in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference at Como, Italy (IEEE Cat. No.04CH37510), edited by I. Instrumentation and M. Technology (IEEE, 2004), Vol. 3, pp. 2193–2198.
  14. D. Mihalache, D. Mazilu, and L.-C. Crasovan, Linear stability analysis of walking vector solitons, Phys. Rev. E 60, 7504 (1999).
  15. A. Frisk Kockum, A. Miranowicz, S. De Liberato, S. Savasta, and F. Nori, Ultrastrong coupling between light and matter, Nat. Rev. Phys. 1, 19 (2019).
  16. G. P. Greve, C. Luo, B. Wu, and J. K. Thompson, Entanglement-enhanced matter-wave interferometry in a high-finesse cavity, Nature (London) 610, 472 (2022).
  17. P. Lalanne, W. Yan, K. Vynck, C. Sauvan, and J.-P. Hugonin, Light interaction with photonic and plasmonic resonances, Laser Photonics Rev. 12, 1700113 (2018).
  18. W. Qin, A. F. Kockum, C. S. Muñoz, A. Miranowicz, and F. Nori, Quantum amplification and simulation of strong and ultrastrong coupling of light and matter, Phys. Rep. 1078, 1 (2024).
  19. S.-Q. Li, X. Xu, R. Maruthiyodan Veetil, V. Valuckas, R. Paniagua-Domínguez, and A. I. Kuznetsov, Phase-only transmissive spatial light modulator based on tunable dielectric metasurface, Science 364, 1087 (2019).
  20. R. Colom, E. Mikheeva, K. Achouri, J. Zuniga-Perez, N. Bonod, O. J. F. Martin, S. Burger, and P. Genevet, Crossing of the branch cut: The topological origin of a universal 2π-phase retardation in non-Hermitian metasurfaces, Laser Photonics Rev. 17, 2200976 (2023).
  21. L. Lin, J. Hu, S. Dagli, J. A. Dionne, and M. Lawrence, Universal narrowband wavefront shaping with high quality factor meta-reflect-arrays, Nano Lett. 23, 1355 (2023).
  22. S. C. Malek, A. C. Overvig, A. Alù, and N. Yu, Multifunctional resonant wavefront-shaping meta-optics based on multilayer and multi-perturbation nonlocal metasurfaces, Light Sci. Appl. 11, 246 (2022).
  23. D. Barton III, M. Lawrence, and J. Dionne, Wavefront shaping and modulation with resonant electro-optic phase gradient metasurfaces, Appl. Phys. Lett. 118, 071104 (2021).
  24. Y. Zeng, X. Sha, C. Zhang, Y. Zhang, H. Deng, H. Lu, G. Qu, S. Xiao, S. Yu, Y. Kivshar, et al., Metalasers with arbitrarily shaped wavefront, Nature (London) 643, 1240 (2025).
  25. A. E. Miroshnichenko, S. Flach, and Y. S. Kivshar, Fano resonances in nanoscale structures, Rev. Mod. Phys. 82, 2257 (2010).
  26. V. Grigoriev, S. Varault, G. Boudarham, B. Stout, J. Wenger, and N. Bonod, Singular analysis of Fano resonances in plasmonic nanostructures, Phys. Rev. A 88, 063805 (2013).
  27. C. Blanchard, J.-P. Hugonin, and C. Sauvan, Fano resonances in photonic crystal slabs near optical bound states in the continuum, Phys. Rev. B 94, 155303 (2016).
  28. M. F. Limonov, M. V. Rybin, A. N. Poddubny, and Y. S. Kivshar, Fano resonances in photonics, Nat. Photon. 11, 543 (2017).
  29. R. Colom, R. McPhedran, B. Stout, and N. Bonod, Modal analysis of anapoles, internal fields, and Fano resonances in dielectric particles, J. Opt. Soc. Am. B 36, 2052 (2019).
  30. K. Koshelev, S. Lepeshov, M. Liu, A. Bogdanov, and Y. Kivshar, Asymmetric metasurfaces with high-Q resonances governed by bound states in the continuum, Phys. Rev. Lett. 121, 193903 (2018).
  31. S. Rosas, W. Adi, A. Beisenova, S. K. Biswas, F. Kuruoglu, H. Mei, M. A. Kats, D. A. Czaplewski, Y. S. Kivshar, and F. Yesilkoy, Enhanced biochemical sensing with high-Q transmission resonances in free-standing membrane metasurfaces, Optica 12, 178 (2025).
  32. H. Qin, S. Chen, W. Zhang, H. Zhang, R. Pan, J. Li, L. Shi, J. Zi, and X. Zhang, Optical Moiré bound states in the continuum, Nat. Commun. 15, 9080 (2024).
  33. Y. Chen, H. Deng, X. Sha, W. Chen, R. Wang, Y.-H. Chen, D. Wu, J. Chu, Y. S. Kivshar, S. Xiao, et al., Observation of intrinsic chiral bound states in the continuum, Nature (London) 613, 474 (2023).
  34. L. Kühner, F. J. Wendisch, A. A. Antonov, J. Bürger, L. Hüttenhofer, L. de S. Menezes, S. A. Maier, M. V. Gorkunov, Y. Kivshar, and A. Tittl, Unlocking the out-of-plane dimension for photonic bound states in the continuum to achieve maximum optical chirality, Light Sci. Appl. 12, 250 (2023).
  35. P. J. Petersan and S. M. Anlage, Measurement of resonant frequency and quality factor of microwave resonators: Comparison of methods, J. Appl. Phys. 84, 3392 (1998).
  36. A. Gras, W. Yan, and P. Lalanne, Quasinormal-mode analysis of grating spectra at fixed incidence angles, Opt. Lett. 44, 3494 (2019).
  37. T. Wu, M. Gurioli, and P. Lalanne, Nanoscale light confinement: The Qs and Vs, ACS Photonics 8, 1522 (2021).
  38. X. Zambrana-Puyalto and S. Raza, Quality factor of dielectric spherical resonators, ACS Photonics 11, 3317 (2024).
  39. S. Fan, W. Suh, and J. D. Joannopoulos, Temporal coupled-mode theory for the Fano resonance in optical resonators, J. Opt. Soc. Am. A 20, 569 (2003).
  40. L. Berguiga, L. Ferrier, C. Jamois, T. Benyattou, X. Letartre, and S. Cueff, Ultimate phase sensitivity in surface plasmon resonance sensors by tuning critical coupling with phase change materials, Opt. Express 29, 42162 (2021).
  41. M. Nevière, The homogeneous problem, in Electromagnetic Theory of Gratings, edited by R. Petit (Springer, Berlin, Heidelberg, 1980), pp. 123–157.
  42. C. Ferise, P. del Hougne, S. Félix, V. Pagneux, and M. Davy, Exceptional points of pt-symmetric reflectionless states in complex scattering systems, Phys. Rev. Lett. 128, 203904 (2022).
  43. C. R. Harris, K. J. Millman, S. J. Van Der Walt, R. Gommers, P. Virtanen, D. Cournapeau, E. Wieser, J. Taylor, S. Berg, N. J. Smith, et al., Array programming with numpy, Nature (London) 585, 357 (2020).
  44. See Supplemental Material at http://link.aps.org/supplemental/10.1103/xj73-mrm2 for finding the extracted poles and zeros used to plot Figs. 1– 3, together with the fitting bandwidths, model order, regularization, and misfit metrics (relative L2 error). The Supplemental Material also provides details on the numerical treatment of the data, in particular the phase unwrapping.
  45. I. B. Soltane, M. Roy, R. Andre, and N. Bonod, sempo—Retrieving complex poles, residues and zeros from arbitrary real spectral responses, Comput. Phys. Commun. 320, 109929 (2026).
  46. E. P. Wigner, Lower limit for the energy derivative of the scattering phase shift, Phys. Rev. 98, 145 (1955).
  47. F. T. Smith, Lifetime matrix in collision theory, Phys. Rev. 118, 349 (1960).
  48. S. Fan and J. M. Kahn, Principal modes in multimode waveguides, Opt. Lett. 30, 135 (2005).
  49. P. Ambichl, A. Brandstötter, J. Böhm, M. Kühmayer, U. Kuhl, and S. Rotter, Focusing inside disordered media with the generalized Wigner-Smith operator, Phys. Rev. Lett. 119, 033903 (2017).
  50. U. R. Patel and E. Michielssen, Wigner–Smith time-delay matrix for electromagnetics: Theory and phenomenology, IEEE Trans. Antennas Propag. 69, 902 (2020).
  51. G. D’Aguanno, N. Mattiucci, M. Scalora, M. J. Bloemer, and A. M. Zheltikov, Density of modes and tunneling times in finite one-dimensional photonic crystals: A comprehensive analysis, Phys. Rev. E 70, 016612 (2004).
  52. M. Davy, Z. Shi, J. Wang, X. Cheng, and A. Z. Genack, Transmission eigenchannels and the densities of states of random media, Phys. Rev. Lett. 114, 033901 (2015).
  53. A. Grabsch, D. V. Savin, and C. Texier, Wigner–Smith time-delay matrix in chaotic cavities with non-ideal contacts, J. Phys. A: Math. Theor. 51, 404001 (2018).
  54. L. Chen, S. M. Anlage, and Y. V. Fyodorov, Generalization of Wigner time delay to subunitary scattering systems, Phys. Rev. E 103, L050203 (2021).
  55. Y. Huang, Y. Kang, and A. Z. Genack, Wave excitation and dynamics in non-Hermitian disordered systems, Phys. Rev. Res. 4, 013102 (2022).
  56. I. L. Giovannelli and S. M. Anlage, A physical interpretation of imaginary time delay, Phys. Rev. Lett. 135, 043801 (2025).
  57. Y. Kang and A. Z. Genack, Transmission zeros with topological symmetry in complex systems, Phys. Rev. B 103, L100201 (2021).
  58. L. Chen, S. M. Anlage, and Y. V. Fyodorov, Statistics of complex wigner time delays as a counter of S-matrix poles: Theory and experiment, Phys. Rev. Lett. 127, 204101 (2021).
  59. L. Chen and S. M. Anlage, Use of transmission and reflection complex time delays to reveal scattering matrix poles and zeros: Example of the ring graph, Phys. Rev. E 105, 054210 (2022).
  60. V. Grigoriev, A. Tahri, S. Varault, B. Rolly, B. Stout, J. Wenger, and N. Bonod, Optimization of resonant effects in nanostructures via Weierstrass factorization, Phys. Rev. A 88, 011803(R) (2013).
  61. I. Ben Soltane, R. Colom, F. Dierick, B. Stout, and N. Bonod, Multiple-order singularity expansion method, New J. Phys. 25, 103022 (2023).
  62. C. Baum, E. Rothwell, K.-M. Chen, and D. Nyquist, The singularity expansion method and its application to target identification, Proc. IEEE 79, 1481 (1991).
  63. R. Colom, R. McPhedran, B. Stout, and N. Bonod, Modal expansion of the scattered field: Causality, nondivergence, and nonresonant contribution, Phys. Rev. B 98, 085418 (2018).
  64. J. W. Yoon, K. J. Lee, and R. Magnusson, Ultra-sparse dielectric nanowire grids as wideband reflectors and polarizers, Opt. Express 23, 28849 (2015).
  65. E. Mikheeva, R. Colom, K. Achouri, A. Overvig, F. Binkowski, J.-Y. Duboz, S. Cueff, S. Fan, S. Burger, A. Alù, and P. Genevet, Asymmetric phase modulation of light with parity-symmetry broken metasurfaces, Optica 10, 1287 (2023).
  66. M. Elsawy, C. Kyrou, E. Mikheeva, R. Colom, J.-Y. Duboz, K. Z. Kamali, S. Lanteri, D. Neshev, and P. Genevet, Universal active metasurfaces for ultimate wavefront molding by manipulating the reflection singularities, Laser Photon. Rev. 17, 2200880 (2023).
  67. K. Y. Lee, K. W. Yoo, F. Monticone, and J. W. Yoon, Dirac bilayer metasurfaces as an inverse Gires-Tournois Etalon, Phys. Rev. Res. 7, 043067 (2025).
  68. D. G. Baranov, A. Krasnok, and A. Alù, Coherent virtual absorption based on complex zero excitation for ideal light capturing, Optica 4, 1457 (2017).
  69. T. Sarkar, M. Salazar-Palma, M. Zhu, and H. Chen, The Cauchy method, Modern Characterization of Electromagnetic Systems and Its Associated Metrology (John Wiley & Sons, Ltd., 2021), Sec. 3, pp. 107–190.
  70. C. Ferise, P. del Hougne, and M. Davy, Optimal matrix-based spatiotemporal wave control for virtual perfect absorption, energy deposition, and scattering-invariant modes in disordered systems, Phys. Rev. Appl. 20, 054023 (2023).
  71. F. Binkowski, F. Betz, R. Colom, P. Genevet, and S. Burger, Poles and zeros in non-Hermitian systems: Application to photonics, Phys. Rev. B 109, 045414 (2024).
  72. F. Betz, M. Hammerschmidt, L. Zschiedrich, S. Burger, and F. Binkowski, Efficient rational approximation of optical response functions with the AAA algorithm, Laser Photonics Rev. 18, 2400584 (2024).
  73. R. Magnusson, Wideband reflectors with zero-contrast gratings, Opt. Lett. 39, 4337 (2014).
  74. M. J. Ablowitz and A. S. Fokas, Complex Variables: Introduction and Applications (Cambridge University Press, Cambridge, 2003).
  75. J. Sol, A. Alhulaymi, A. D. Stone, and P. Del Hougne, Reflectionless programmable signal routers, Sci. Adv. 9, eadf0323 (2023).
  76. X. Jiang, S. Yin, H. Li, J. Quan, H. Goh, M. Cotrufo, J. Kullig, J. Wiersig, and A. Alù, Coherent control of chaotic optical microcavity with reflectionless scattering modes, Nat. Phys. 20, 109 (2024).
  77. J. Erb, D. Shrekenhamer, T. Sleasman, T. Antonsen, and S. Anlage, Control of the scattering properties of complex systems by means of tunable metasurfaces, Acta Phys. Pol. A 144, 421 (2023).
  78. N. Bonod and I. B. Soltane, Extracting complete resonance characteristics from the phase of physical signals - Data and figures, Zenodo (2026), doi: 10.5281/zenodo.18460663.

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