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Electron beams traversing spherical nanoparticles: Analytic and numerical treatment
Phys. Rev. Research 6, 013239 – Published 5 March, 2024Erratum Phys. Rev. Research 8, 029002 (2026)
DOI: https://doi.org/10.1103/PhysRevResearch.6.013239
Abstract
We present an analytic, Mie theory-based solution for the energy loss and the photon-emission probabilities in the interaction of spherical nanoparticles with electrons passing nearby and through them, in both cathodoluminescence and electron energy-loss spectroscopies. In particular, we focus on the case of penetrating electron trajectories, for which the complete fully electrodynamic and relativistic formalism has not been reported as yet. We exhibit the efficiency of this method in describing collective excitations in matter through calculations for a dispersive and lossy system, namely a sphere described by a Drude permittivity. Subsequently, we use the analytic solution to corroborate the implementation of electron-beam sources in a state-of-the-art numerical method for problems in electrodynamics, the discontinuous Galerkin time-domain (DGTD) method. We show that the two approaches produce spectra in good mutual agreement, and demonstrate the versatility of DGTD via simulations of spherical nanoparticles characterized by surface roughness. The possibility of simultaneously employing both kinds of calculations (analytic and numerical) facilitates a better understanding of the rich optical response of nanophotonic architectures excited by fast electron beams.
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Erratum
Erratum: Electron beams traversing spherical nanoparticles: Analytic and numerical treatment [Phys. Rev. Research 6, 013239 (2024)]
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References (80)
- F. J. García de Abajo, Optical excitations in electron microscopy, Rev. Mod. Phys. 82, 209 (2010).
- H. Watanabe, Experimental evidence for the collective nature of the characteristic energy loss of electrons in solids—Studies on the dispersion relation of plasma frequency, J. Phys. Soc. Jpn. 11, 112 (1956).
- R. H. Ritchie, Plasma losses by fast electrons in thin films, Phys. Rev. 106, 874 (1957).
- N. Yamamoto, K. Araya, and F. J. García de Abajo, Photon emission from silver particles induced by a high-energy electron beam, Phys. Rev. B 64, 205419 (2001).
- E. J. R. Vesseur, R. de Waele, M. Kuttge, and A. Polman, Direct observation of plasmonic modes in Au nanowires using high-resolution cathodoluminescence spectroscopy, Nano Lett. 7, 2843 (2007).
- T. Coenen, J. van de Groep, and A. Polman, Resonant modes of single silicon nanocavities excited by electron irradiation, ACS Nano 7, 1689 (2013).
- T. Matsukata, N. Matthaiakakis, T.-a. Yano, M. Hada, T. Tanaka, N. Yamamoto, and T. Sannomiya, Selection and visualization of degenerate magnetic and electric multipoles up to radial higher orders by cathodoluminescence, ACS Photonics 6, 2320 (2019).
- S. Fiedler, P. E. Stamatopoulou, A. Assadillayev, C. Wolff, H. Sugimoto, M. Fujii, N. A. Mortensen, S. Raza, and C. Tserkezis, Disentangling cathodoluminescence spectra in nanophotonics: Particle eigenmodes vs transition radiation, Nano Lett. 22, 2320 (2022).
- M. J. Lagos, A. Trügler, U. Hohenester, and P. E. Batson, Mapping vibrational surface and bulk modes in a single nanocube, Nature (London) 543, 529 (2017).
- F. S. Hage, D. M. Kepaptsoglou, Q. M. Ramasse, and L. J. Allen, Phonon spectroscopy at atomic resolution, Phys. Rev. Lett. 122, 016103 (2019).
- C. Maciel-Escudero, A. Konečná, R. Hillenbrand, and J. Aizpurua, Probing and steering bulk and surface phonon polaritons in uniaxial materials using fast electrons: Hexagonal boron nitride, Phys. Rev. B 102, 115431 (2020).
- A. Polman, M. Kociak, and F. J. García de Abajo, Electron-beam spectroscopy for nanophotonics, Nat. Mater. 18, 1158 (2019).
- F. J. García de Abajo and V. Di Giulio, Optical excitations with electron beams: Challenges and opportunities, ACS Photonics 8, 945 (2021).
- R. F. Egerton, Electron Energy-Loss Spectroscopy in the Electron Microscope, 3rd ed. (Springer Science+Business Media, New York, 2011).
- Y. Wu, G. Li, and J. P. Camden, Probing nanoparticle plasmons with electron energy loss spectroscopy, Chem. Rev. 118, 2994 (2018).
- P. E. Batson and J. Silcox, Experimental energy-loss function, , for aluminum, Phys. Rev. B 27, 5224 (1983).
- F.-P. Schmidt, H. Ditlbacher, U. Hohenester, A. Hohenau, F. Hofer, and J. R. Krenn, Dark plasmonic breathing modes in silver nanodisks, Nano Lett. 12, 5780 (2012).
- A. L. Koh, K. Bao, I. Khan, W. E. Smith, G. Kothleitner, P. Nordlander, S. A. Maier, and D. W. McComb, Electron energy-loss spectroscopy (EELS) of surface plasmons in single silver nanoparticles and dimers: Influence of beam damage and mapping of dark modes, ACS Nano 3, 3015 (2009).
- M. Kociak and L. F. Zagonel, Cathodoluminescence in the scanning transmission electron microscope, Ultramicroscopy 176, 112 (2017).
- T. Coenen and N. M. Haegel, Cathodoluminescence for the 21st century: Learning more from light, Appl. Phys. Rev. 4, 031103 (2017).
- B. Barwick, H. S. Park, O.-H. Kwon, J. S. Baskin, and A. H. Zewail, 4D imaging of transient structures and morphologies in ultrafast electron microscopy, Science 322, 1227 (2008).
- B. Barwick, D. J. Flannigan, and A. H. Zewail, Photon-induced near-field electron microscopy, Nature (London) 462, 902 (2009).
- T. L. Ferrell and P. M. Echenique, Generation of surface excitations on dielectric spheres by an external electron beam, Phys. Rev. Lett. 55, 1526 (1985).
- R. Garcia-Molina, A. Gras-Marti, and R. H. Ritchie, Excitation of edge modes in the interaction of electron beams with dielectric wedges, Phys. Rev. B 31, 121 (1985).
- A. Rivacoba, N. Zabala, and P. M. Echenique, Theory of energy loss in scanning transmission electron microscopy of supported small particles, Phys. Rev. Lett. 69, 3362 (1992).
- N. Zabala, A. Rivacoba, and P. M. Echenique, Energy loss of electrons travelling through cylindrical holes, Surf. Sci. 209, 465 (1989).
- P. M. Echenique, J. Bausells, and A. Rivacoba, Energy-loss probability in electron microscopy, Phys. Rev. B 35, 1521 (1987).
- R. H. Ritchie and A. Howie, Inelastic scattering probabilities in scanning transmission electron microscopy, Philos. Mag. A 58, 753 (1988).
- E. Kröger, Transition radiation, Cerenkov radiation and energy losses of relativistic charged particles traversing thin foils at oblique incidence: Theoretical calculations and numerical computations, Z. Phys. 235, 403 (1970).
- F. J. García de Abajo, Relativistic energy loss and induced photon emission in the interaction of a dielectric sphere with an external electron beam, Phys. Rev. B 59, 3095 (1999).
- F. S. Hage, G. Radtke, D. M. Kepaptsoglou, M. Lazzeri, and Q. M. Ramasse, Single-atom vibrational spectroscopy in the scanning transmission electron microscope, Science 367, 1124 (2020).
- A. B. Yankovich, B. Munkhbat, D. G. Baranov, J. Cuadra, E. Olsén, H. Lourenço-Martins, L. H. G. Tizei, M. Kociak, E. Olsson, and T. Shegai, Visualizing spatial variations of plasmon–exciton polaritons at the nanoscale using electron microscopy, Nano Lett. 19, 8171 (2019).
- R. Pogorzelski and C. Yeh, Diffraction radiation from a charged particle moving through a penetrable sphere, Phys. Rev. A 8, 137 (1973).
- V. L. Ginzburg, Radiation by uniformly moving sources (Vavilov–Cherenkov effect, transition radiation, and other phenomena), Phys. Usp. 39, 973 (1996).
- N. Yamamoto, H. Sugiyama, and A. Toda, Cherenkov and transition radiation from thin plate crystals detected in the transmission electron microscope, Proc. R. Soc. London A 452, 2279 (1996).
- B. Gallinet, J. Butet, and O. J. F. Martin, Numerical methods for nanophotonics: Standard problems and future challenges, Laser Photonics Rev. 9, 577 (2015).
- X. Zheng, M. Kupresak, N. Verellen, V. V. Moshchalkov, and G. A. E. Vandenbosch, A review on the application of integral equation-based computational methods to scattering problems in plasmonics, Adv. Theory Simul. 2, 1900087 (2019).
- F. J. García de Abajo and A. Howie, Retarded field calculation of electron energy loss in inhomogeneous dielectrics, Phys. Rev. B 65, 115418 (2002).
- U. Hohenester and A. Trügler, MNPBEM–A Matlab toolbox for the simulation of plasmonic nanoparticles, Comput. Phys. Commun. 183, 370 (2012).
- J. Pomplun, S. Burger, L. Zschiedrich, and F. Schmidt, Adaptive finite element method for simulation of optical nano structures, Physica Status Solidi B 244, 3419 (2007).
- S. Burger, J. Pomplun, and F. Schmidt, Finite element methods for computational nano-optics, in Encyclopedia of Nanotechnology, edited by B. Bhushan (Springer Netherlands, Dordrecht, 2012) pp. 837–843.
- J. A. Pereda, A. Vegas, and A. Prieto, An improved compact 2D full-wave FDFD method for general guided wave structures, Microwave Opt. Technol. Lett. 38, 331 (2003).
- K. Yee, Numerical solution of initial boundary value problems involving Maxwell's equations in isotropic media, IEEE Trans. Antennas Propag. 14, 302 (1966).
- A. Taflove and M. E. Brodwin, Numerical solution of steady-state electromagnetic scattering problems using the time-dependent Maxwell's equations, IEEE Trans. Microwave Theory Tech. 23, 623 (1975).
- U. Hohenester, Simulating electron energy loss spectroscopy with the MNPBEM toolbox, Comput. Phys. Commun. 185, 1177 (2014).
- P. Das, T. K. Chini, and J. Pond, Probing higher order surface plasmon modes on individual truncated tetrahedral gold nanoparticle using cathodoluminescence imaging and spectroscopy combined with FDTD simulations, J. Phys. Chem. C 116, 15610 (2012).
- Y. Cao, A. Manjavacas, N. Large, and P. Nordlander, Electron energy-loss spectroscopy calculation in finite-difference time-domain package, ACS Photonics 2, 369 (2015).
- J. S. Hesthaven and T. Warburton, Nodal discontinuous Galerkin Methods: Algorithms, Analysis, and Applications (Springer Science+Business Media, New York, 2007).
- C. Matyssek, J. Niegemann, W. Hergert, and K. Busch, Computing electron energy loss spectra with the discontinuous Galerkin time-domain method, Photonics Nanostruct. Fundam. Appl. 9, 367 (2011).
- K. Busch, M. König, and J. Niegemann, Discontinuous Galerkin methods in nanophotonics, Laser Photonics Rev. 5, 773 (2011).
- M. Husnik, F. von Cube, S. Irsen, S. Linden, J. Niegemann, K. Busch, and M. Wegener, Comparison of electron energy-loss and quantitative optical spectroscopy on individual optical gold antennas, Nanophotonics 2, 241 (2013).
- M. Prämassing, T. Kiel, S. Irsen, K. Busch, and S. Linden, Electron energy loss spectroscopy on freestanding perforated gold films, Phys. Rev. B 103, 115403 (2021).
- A. A. Maradudin and D. L. Mills, Scattering and absorption of electromagnetic radiation by a semi-infinite medium in the presence of surface roughness, Phys. Rev. B 11, 1392 (1975).
- A. A. Maradudin and E. R. Méndez, Light scattering from randomly rough surfaces, Sci. Prog. 90, 161 (2007).
- F. Loth, T. Kiel, K. Busch, and P. T. Kristensen, Surface roughness in finite-element meshes: Application to plasmonic nanostructures, J. Opt. Soc. Am. B 40, B1 (2023).
- G. Mie, Beiträge zur Optik trüber Medien, speziell kolloidaler Metallösungen, Ann. Phys. 330, 377 (1908).
- J. D. Jackson, Classical Electrodynamics, 3rd ed. (John Wiley & Sons, New York, 1998).
- A. A. Lucas and M. Šunjić, Fast-electron spectroscopy of collective excitations in solids, Prog. Surf. Sci. 2, 75 (1972).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevResearch.6.013239 for a detailed description of the DGTD method, the implementation of the electron source and the calculation of the EEL and CL probabilities. Additionally we show scattering and absorption spectra under plane-wave illumination, and EEL and CL spectra for electron kinetic energy 200 keV.
- C. F. Bohren and D. R. Huffman, Absorption and Scattering of Light by Small Particles (John Wiley & Sons, New York, 1983).
- P. E. Batson, A. Reyes-Coronado, R. G. Barrera, A. Rivacoba, P. M. Echenique, and J. Aizpurua, Plasmonic nanobilliards: Controlling nanoparticle movement using forces induced by swift electrons, Nano Lett. 11, 3388 (2011).
- T. Christensen, W. Yan, S. Raza, A.-P. Jauho, N. A. Mortensen, and M. Wubs, Nonlocal response of metallic nanospheres probed by light, electrons, and atoms, ACS Nano 8, 1745 (2014).
- G. P. Zouros, G. D. Kolezas, N. A. Mortensen, and C. Tserkezis, Monitoring strong coupling in nonlocal plasmonics with electron spectroscopies, Phys. Rev. B 101, 085416 (2020).
- P. A. D. Gonçalves and F. J. García de Abajo, Interrogating quantum nonlocal effects in nanoplasmonics through electron-beam spectroscopy, Nano Lett. 23, 4242 (2023).
- M. Moeferdt, Nonlocal and nonlinear properties of plasmonic nanostructures within the hydrodynamic Drude model, Ph.D. thesis, Humboldt Universität zu Berlin, 2017.
- S. Link and M. A. El-Sayed, Size and temperature dependence of the plasmon absorption of colloidal gold nanoparticles, J. Phys. Chem. B 103, 4212 (1999).
- M. Grzelczak, J. Vermant, E. M. Furst, and L. M. Liz-Marzán, Directed self-assembly of nanoparticles, ACS Nano 4, 3591 (2010).
- J. Nappa, G. Revillod, I. Russier-Antoine, E. Benichou, C. Jonin, and P. F. Brevet, Electric dipole origin of the second harmonic generation of small metallic particles, Phys. Rev. B 71, 165407 (2005).
- A. Salomon, M. Zielinski, R. Kolkowski, J. Zyss, and Y. Prior, Size and shape resonances in second harmonic generation from silver nanocavities, J. Phys. Chem. C 117, 22377 (2013).
- P. Zheng, S. K. Cushing, S. Suri, and N. Wu, Tailoring plasmonic properties of gold nanohole arrays for surface-enhanced Raman scattering, Phys. Chem. Chem. Phys. 17, 21211 (2015).
- J. H. Yoon, F. Selbach, L. Schumacher, J. Jose, and S. Schlücker, Surface plasmon coupling in dimers of gold nanoparticles: Experiment and theory for ideal (spherical) and nonideal (faceted) building blocks, ACS Photonics 6, 642 (2019).
- F. Benz, M. K. Schmidt, A. Dreismann, R. Chikkaraddy, Y. Zhang, A. Demetriadou, C. Carnegie, H. Ohadi, B. de Nijs, R. Esteban, J. Aizpurua, and J. J. Baumberg, Single-molecule optomechanics in “picocavities”, Science 354, 726 (2016).
- M. Urbieta, M. Barbry, Y. Zhang, P. Koval, D. Sánchez-Portal, N. Zabala, and J. Aizpurua, Atomic-scale lightning rod effect in plasmonic picocavities: A classical view to a quantum effect, ACS Nano 12, 585 (2018).
- J. Rodríguez-Fernández, A. M. Funston, J. Pérez-Juste, R. A. Álvarez-Puebla, L. M. Liz-Marzán, and P. Mulvaney, The effect of surface roughness on the plasmonic response of individual sub-micron gold spheres, Phys. Chem. Chem. Phys. 11, 5909 (2009).
- P. E. Stamatopoulou and C. Tserkezis, Finite-size and quantum effects in plasmonics: Manifestations and theoretical modelling, Opt. Mater. Express 12, 1869 (2022).
- G. Wegner, D.-N. Huynh, N. A. Mortensen, F. Intravaia, and K. Busch, Halevi's extension of the Euler–Drude model for plasmonic systems, Phys. Rev. B 107, 115425 (2023).
- A. Wiener, A. I. Fernández-Domínguez, A. P. Horsfield, J. B. Pendry, and S. A. Maier, Nonlocal effects in the nanofocusing performance of plasmonic tips, Nano Lett. 12, 3308 (2012).
- N. A. Mortensen, Mesoscopic electrodynamics at metal surfaces—From quantum-corrected hydrodynamics to microscopic surface-response formalism, Nanophotonics 10, 2563 (2021).
- E. E. Müller, Scalar potentials for vector fields in quantum electrodynamics, J. Math. Phys. 28, 2786 (1987).
- T. Matsukata, F. J. García de Abajo, and T. Sannomiya, Chiral light emission from a sphere revealed by nanoscale relative-phase mapping, ACS Nano 15, 2219 (2021).