{ "id": "ep8339s6k8", "slug": "electron-energy-loss-spectroscopy", "title": "Electron energy loss spectroscopy", "updated": "2026-10-25", "topic_path": [ { "id": "physical", "label": "Physical world and mathematics", "api_url": "https://www.edgepedia.org/api/v1/topics/physical" }, { "id": "physical.physics", "label": "Physics", "api_url": "https://www.edgepedia.org/api/v1/topics/physical.physics" }, { "id": "physical.physics.matter-and-radiation", "label": "Matter and radiation physics", "api_url": "https://www.edgepedia.org/api/v1/topics/physical.physics.matter-and-radiation" }, { "id": "physical.physics.matter-and-radiation.condensed-matter", "label": "Condensed matter physics", "api_url": "https://www.edgepedia.org/api/v1/topics/physical.physics.matter-and-radiation.condensed-matter" } ], "geo": [ { "id": "geo.nongeo.t1800.physical.physics.matter-and-radiation", "label": "Non-geographic · 1800 to 1945: Matter and radiation physics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1800.physical.physics.matter-and-radiation", "path": [ { "id": "geo.nongeo", "label": "Non-geographic", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo" }, { "id": "geo.nongeo.t1800", "label": "Non-geographic · 1800 to 1945", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1800" }, { "id": "geo.nongeo.t1800.physical", "label": "Physical world and mathematics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1800.physical" }, { "id": "geo.nongeo.t1800.physical.physics", "label": "Physics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1800.physical.physics" }, { "id": "geo.nongeo.t1800.physical.physics.matter-and-radiation", "label": "Matter and radiation physics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1800.physical.physics.matter-and-radiation" } ] }, { "id": "geo.nongeo.t1946.physical.physics.matter-and-radiation.condensed-matter", "label": "Non-geographic · 1946 to 2000: Condensed matter physics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1946.physical.physics.matter-and-radiation.condensed-matter", "path": [ { "id": "geo.nongeo", "label": "Non-geographic", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo" }, { "id": "geo.nongeo.t1946", "label": "Non-geographic · 1946 to 2000", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1946" }, { "id": "geo.nongeo.t1946.physical", "label": "Physical world and mathematics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1946.physical" }, { "id": "geo.nongeo.t1946.physical.physics", "label": "Physics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1946.physical.physics" }, { "id": "geo.nongeo.t1946.physical.physics.matter-and-radiation", "label": "Matter and radiation physics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1946.physical.physics.matter-and-radiation" }, { "id": "geo.nongeo.t1946.physical.physics.matter-and-radiation.condensed-matter", "label": "Condensed matter physics", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.nongeo.t1946.physical.physics.matter-and-radiation.condensed-matter" } ] } ], "excerpt": "Electron energy loss spectroscopy (EELS) measures the energy a beam of electrons transfers to a material, reading composition, bonding, and excitations, with modern instruments reaching single-atom sensitivity.", "snippet": "Electron energy loss spectroscopy (EELS) measures the energy a beam of electrons transfers to a material, reading composition, bonding, and excitations, with modern instruments reaching single-atom sensitivity.", "node": "physical.physics.matter-and-radiation.condensed-matter", "markdown": "# Electron energy loss spectroscopy\n\nElectron energy loss spectroscopy (EELS) measures the energy that a beam of electrons transfers to a material, reading composition, bonding, and electronic excitations from the inelastically scattered electrons. The technique reflects the response of a specimen's electron population under impact of a primary beam and is a standard way to investigate a solid's spectrum of excitations.[1](https://hal.science/hal-03488320/file/S1076567019300278.pdf) Modern instruments reach resolution of a few meV, single-atom sensitivity, and probes on the scale of interatomic distances.[2](https://epjap.epj.org/articles/epjap/abs/2022/01/ap220012/ap220012.html) The spectrum divides into a zero-loss peak, a low-loss region (dielectric constant, band gap, thickness, interband transitions), and a core-loss region (unoccupied density of states, atomic environment).[3](https://ocw.nthu.edu.tw/ocw/upload/132/1684/Chapter%2011%20Electron%20Energy%20Loss%20Spectrometer_R.pdf)\n\n| Key fact | Detail | Source |\n|---|---|---|\n| Measured quantity | Energy distribution of transmitted electrons: low-loss (plasmons, interband) and core-loss (inner-shell) regions | [1](https://hal.science/hal-03488320/file/S1076567019300278.pdf), [3](https://ocw.nthu.edu.tw/ocw/upload/132/1684/Chapter%2011%20Electron%20Energy%20Loss%20Spectrometer_R.pdf) |\n| Typical operation | STEM, 60–200 keV beam; magnetic-prism spectrometer; 0–3 keV range; \\( \\Delta E \\approx 0.1\\text{–}3 \\) eV | [4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) |\n| Low-loss observable | Cross section proportional to \\( \\mathrm{Im}(-1/\\epsilon) \\); plasmon energy from \\( \\omega_{p}^{2} = 4\\pi n e^{2}/m \\) | [4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) |\n| Core-loss fine structure | ELNES reports unoccupied density of states via dipole-allowed transitions (\\( \\Delta l = \\pm 1 \\)); gives bonding and coordination | [4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) |\n| Best resolution | 2.6 meV at 20 kV with a 1.1 Å probe (U-HERMES); 7 meV at 10 e⁻/Ų dose on a cryogenic stage | [5](https://academic.oup.com/mam/article/29/Supplement_1/1698/7229073), [6](https://pubs.acs.org/doi/pdf/10.1021/acsnano.2c09571) |\n| Versus EDX | Higher sensitivity for light elements (verified to Z = 25); energy resolution ~0.5 eV versus 50–100 eV for EDX | [7](https://hal.science/jpa-00251979/file/ajp-jp4199303C7332.pdf), [3](https://ocw.nthu.edu.tw/ocw/upload/132/1684/Chapter%2011%20Electron%20Energy%20Loss%20Spectrometer_R.pdf) |\n| Reflection variant (HREELS) | 1–50 eV beams in reflection geometry; detects 0.0001 monolayers of CO | [8](https://comptes-rendus.academie-sciences.fr/physique/item/10.1016/j.crhy.2009.03.015.pdf), [9](https://mmrc.caltech.edu/LK%20EELS/Info/HREELS-MPS.pdf) |\n\n## How it works\n\nIn a transmission experiment, fast electrons are focused on a film roughly 100 nm thick; a fraction is inelastically scattered, transferring momentum \\( \\hbar q \\) and energy \\( \\hbar\\omega \\), and the measured spectrum is proportional to the double differential cross section integrated over the energy losses and scattering angles accepted by the collection aperture.[10](https://arxiv.org/abs/1405.3369) The key material quantity is the dielectric response \\( \\epsilon(\\omega, q) \\), where the energy loss is \\( \\Delta E = \\hbar\\omega \\) and \\( q \\) is the wave-vector transfer.[2](https://epjap.epj.org/articles/epjap/abs/2022/01/ap220012/ap220012.html) Linear-response theory links the dynamic structure factor \\( S(q,\\omega) \\) to \\( \\epsilon(q,\\omega) \\) through the Kubo formalism and the fluctuation-dissipation theorem.[10](https://arxiv.org/abs/1405.3369) In the low-loss region the differential cross section follows\n\n\\[ \\frac{d\\sigma}{dE} \\approx \\frac{2}{\\pi a_{0} m_{0} v^{2} n_{a}}\\, \\mathrm{Im}\\!\\left(\\frac{-1}{\\epsilon(E)}\\right) \\ln\\!\\left[1 + \\left(\\frac{\\beta}{\\theta_{E}}\\right)^{2}\\right], \\]\n\nwith collection semi-angle \\( \\beta \\) and characteristic angle \\( \\theta_{E} = E/(\\gamma m_{0}v^{2}) \\); the plasma angular frequency in [Gaussian units](https://www.edgepedia.org/gaussian-units) obeys \\( \\omega_{p}^{2} = 4\\pi n e^{2}/m \\), and the plasmon energy is \\( \\hbar\\omega_{p} \\).[4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) [Plasmon](https://www.edgepedia.org/plasmon) excitation has the largest inelastic cross section; the oscillations are damped in less than a femtosecond, localized to under 10 nm, and have a mean free path near 100 nm, so plasmon counting serves as a thickness measure.[11](https://joachimfranklab.org/Learning_Materials/Meeting_6_Electron_Specimen_Interactions/Papers/TEM_Williams_Carter_2009_Ch_4.pdf) The low-loss region spans 0–50 eV; the high-loss region above 50 eV carries inner-shell edges whose probability is 100–1000 times lower and whose signal is correspondingly amplified.[4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) Core-loss transition probability is proportional to the unoccupied density of states and restricted to dipole-allowed transitions with \\( \\Delta l = \\pm 1 \\); the near-edge fine structure ([ELNES](https://www.edgepedia.org/energy-loss-near-edge-structure)) encodes bonding and coordination.[4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) The image formation theory for inelastically scattered electrons in the electron microscope was treated by H. Kohl and H. Rose.[12](https://doi.org/10.1016/s0065-2539%2808%2960878-1)\n\n## How it is done\n\nEELS is typically performed in STEM at 60–200 keV; the transmitted beam passes through a magnetic prism that disperses it by kinetic energy, and the spectrum typically covers 0–3 keV of loss at \\( \\Delta E \\approx 0.1\\text{–}3 \\) eV.[4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) Spectrometers are either post-column magnetic prisms (Gatan 607 serial, Gatan 666 parallel, Gatan Enfina, Gatan Imaging Filter) or in-column filters (prism-mirror and Omega designs); a magnetic prism bends, disperses, and focuses the beam with \\( R = p/(eB) = \\gamma m_{0}v/(eB) \\), where \\( \\gamma m_{0}v \\) is the relativistic momentum.[3](https://ocw.nthu.edu.tw/ocw/upload/132/1684/Chapter%2011%20Electron%20Energy%20Loss%20Spectrometer_R.pdf) The full width at half maximum of the zero-loss peak sets the energy resolution and, through the log-ratio technique based on a Poisson scattering model, estimates relative sample thickness.[4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) Quantification subtracts a power-law pre-edge background and fits core edges with theoretical cross sections; this model-based approach is implemented in EELSModel, pyEELSModel, HyperSpy (the EELS/EDX analysis now named exspy), and Gatan Microscopy Suite.[13](https://arxiv.org/html/2405.10151v2) Day-to-day cross sections come from the Gatan generalized oscillator strength database, built on a Born-approximation treatment.[13](https://arxiv.org/html/2405.10151v2) Calculated EELS k-factors reach only 10–20% accuracy, while experimentally determined k-factors reach about 5% but depend on beam energy, collection angle, and detector.[7](https://hal.science/jpa-00251979/file/ajp-jp4199303C7332.pdf)\n\n## Origin\n\nAttempts to measure the energy loss of fast electrons traveling through matter predate the TEM; electron reflection spectrometers were used on copper surfaces, and energy spectra of transmitted electrons were measured at 2–10 keV.[14](https://www.globalsino.com/EM/page3935.html) James Hillier and R. F. Baker published *Microanalysis by Means of Electrons* in the [Journal of Applied Physics](https://www.edgepedia.org/journal-of-applied-physics) in 1944, and historical reviews credit Hillier, Baker, and Ruthemann with suggesting the K-edges of carbon, nitrogen, and oxygen as a micro-analytical tool[15](https://doi.org/10.1063/1.1707491), [2](https://epjap.epj.org/articles/epjap/abs/2022/01/ap220012/ap220012.html) H. Boersch, J. Geiger, and H. Hellwig used a Wien filter for EELS of transmitted electrons in 1962, and Boersch's Berlin group later built a high-resolution energy-loss bench with monochromator and analyzer reaching 50 meV on argon gas., [2](https://epjap.epj.org/articles/epjap/abs/2022/01/ap220012/ap220012.html) M. Isaacson and D. Johnson published the microanalysis framework for light elements in [Ultramicroscopy](https://www.edgepedia.org/ultramicroscopy) in 1975.[16](https://doi.org/10.1016/s0304-3991%2875%2980006-4) Papers in the first issue of Ultramicroscopy (1976) established the fundamentals of EELS in a TEM, and quantitative core-loss analysis was established in the 1970s.[17](https://www.nims.go.jp/EDGE2017/OLK/ULTRAM_12237.pdf) A spectrometer at Lawrence Berkeley National Lab covered 0–2000 eV at about 2 eV resolution, and a post-column imaging filter for standard TEMs was designed in 1992–1995.[17](https://www.nims.go.jp/EDGE2017/OLK/ULTRAM_12237.pdf) C. Jeanguillaume and C. Colliex published the spectrum-image concept for digital EELS acquisition in 1989.[18](https://doi.org/10.1016/0304-3991%2889%2990304-5) On the reflection side, A. A. Lucas and M. Šunjić proposed the dielectric theory of reflection EELS in 1971,[19](https://doi.org/10.1103/physrevlett.26.229) Ibach's studies of Si(111) and ZnO showed the technique's surface potential[20](https://pubs.rsc.org/en/content/articlehtml/2021/cp/d1cp03804d), [8](https://comptes-rendus.academie-sciences.fr/physique/item/10.1016/j.crhy.2009.03.015.pdf)\n\n## Variants\n\nTransmission EELS in TEM/STEM is the mainstream form, with 60–200 keV beams and 0.1–3 eV resolution.[4](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php) Monochromated EELS is used for low (<5 eV) losses such as band gaps, plasmons, and excitons at nanoscale spatial resolution.[21](https://www.osti.gov/biblio/1489598) Wien-filter-type and Omega-type monochromators narrow the beam energy spread from about 300 meV (cold field-emission guns) to below 50 meV, and monochromated STEM-VEELS now serves as quantitative nanoscale band-gap metrology over 0–100 eV.[22](https://link.springer.com/article/10.1186/s42649-026-00143-9) Reflection EELS (REELS) uses electrons reflected from a surface, typically at energies below about 3 keV, to probe valence-electron excitations with surface sensitivity, whereas high-resolution EELS (HREELS) operates at much lower beam energies, 1–50 eV and usually below 6 eV, to measure surface vibrations with meV resolution[8](https://comptes-rendus.academie-sciences.fr/physique/item/10.1016/j.crhy.2009.03.015.pdf), [20](https://pubs.rsc.org/en/content/articlehtml/2021/cp/d1cp03804d) In reflection geometry, dipole scattering concentrates in a narrow cone around the specular direction because the electrons interact with the surface from about 100 Å through the long-range dipole field; impact scattering from short-range potentials is the other regime.[8](https://comptes-rendus.academie-sciences.fr/physique/item/10.1016/j.crhy.2009.03.015.pdf) Typical HREELS instruments run at 20–40 cm⁻¹ FWHM, and a UHREELS two-stage 127° cylindrical-deflection monochromator narrows a 0.3 eV spread to under 1 meV[23](https://www2.sci.u-szeged.hu/radio_rekin/methods/HREELS.pdf), [20](https://pubs.rsc.org/en/content/articlehtml/2021/cp/d1cp03804d) Detection limits are 0.0001 monolayer for strong dipole scatterers such as CO and 0.01 monolayer for weak ones such as hydrogen.[9](https://mmrc.caltech.edu/LK%20EELS/Info/HREELS-MPS.pdf) A 2017 HREELS source with parallel readout of energy and momentum, built by Harald Ibach and colleagues, attaches to photoemission analyzers; a full Cu(111) phonon dispersion was acquired in seven minutes at 4 meV, where conventional experiments can take more than a month.[24](https://doi.org/10.1063/1.4977529)\n\n## Applications\n\nLow-loss (valence) EELS in aberration-corrected STEM probes excitations with atomic-scale resolution at momentum transfers up to about 6 Å⁻¹, enough to span the [Brillouin zone](https://www.edgepedia.org/brillouin-zone), complementing optical spectroscopy; for monolayer graphene the calculated VEELS contrast of 4.1% matched the experimental 3.9%.[25](https://link.aps.org/accepted/10.1103/PhysRevB.92.125147) Energy-filtered imaging gives band-gap maps: 5.62 ± 0.35 eV for AlN and 3.47 ± 0.36 eV for GaN layers.[3](https://ocw.nthu.edu.tw/ocw/upload/132/1684/Chapter%2011%20Electron%20Energy%20Loss%20Spectrometer_R.pdf) In plasmonic 2D materials, HREELS on PtTe₂ revealed bulk-derived 3D [Dirac plasmons](https://www.edgepedia.org/dirac-plasmons) excitable at 0.5 eV, and on Bi₂Se₃ a 104 meV surface plasmon dominates at small momenta.[20](https://pubs.rsc.org/en/content/articlehtml/2021/cp/d1cp03804d) From 1997, seven years before graphene's isolation, HREELS was used to study phonon dispersion of monolayer graphite.[20](https://pubs.rsc.org/en/content/articlehtml/2021/cp/d1cp03804d) For radiation-sensitive nanomaterials, monochromated STEM-EELS analyzed metal-organic framework nanoparticles damage-free at 10 e⁻/Ų and liquid nitrogen temperature with resolution down to 7 meV.[6](https://pubs.acs.org/doi/pdf/10.1021/acsnano.2c09571) The Nion U-HERMES delivers a 1.1 Å probe and 2.6 meV energy resolution at 20 kV, and at 100 K with about 16 meV resolution, exciton spectra of BN-encapsulated trilayer MoS₂ show a 44 meV red shift on warming to room temperature.[5](https://academic.oup.com/mam/article/29/Supplement_1/1698/7229073) A physics-informed, uncertainty-aware machine learning framework reformulates core-loss background subtraction as statistically controlled inference, yielding pixel- and energy-resolved background probability distributions demonstrated on CrSBr and hBN.[26](https://www.nature.com/articles/s41524-026-02145-3)\n\n## Limitations and alternatives\n\nBeam damage affects virtually any specimen; radiolysis damage is proportional to energy deposited per unit volume, and the π–π* peak at 6–7 eV in polymers fades during irradiation, evidencing bond scission[11](https://joachimfranklab.org/Learning_Materials/Meeting_6_Electron_Specimen_Interactions/Papers/TEM_Williams_Carter_2009_Ch_4.pdf), [27](https://www.sciencedirect.com/science/article/abs/pii/S0304399117300815) Delocalization limits spatial resolution: the median delocalization distance is a few nm for valence losses of 5–30 eV and tens of nm for vibrational losses of 0.1–0.5 eV, so with sub-nm probes the signal is generated mainly outside the probe; the inelastic point-spread function is \\( d^{2}P/dE\\,dV = C\\,(r^{2}+b_{\\min}^{2})^{-1}\\exp(-2r/b_{\\max}) \\) with \\( b_{\\max} = v/\\omega \\).[27](https://www.sciencedirect.com/science/article/abs/pii/S0304399117300815) Thickness and multiple scattering distort core-loss maps: for Si with 100-keV electrons, near-threshold Si-L maps at 99 eV show no contrast at \\( 0.5 \\cdot \\lambda \\) (\\( \\lambda \\approx 110 \\) nm) and negative contrast when thicker.[28](https://journals.aps.org/prb/abstract/10.1103/PhysRevB.90.214305) Spectra can only be deconvoluted to a certain extent, and for larger thicknesses EELS becomes impossible while EDX remains applicable.[7](https://hal.science/jpa-00251979/file/ajp-jp4199303C7332.pdf) Egerton identifies beam spreading from elastic scattering, delocalization, and instrument stability as the fundamental constraints.[29](https://www.sciencedirect.com/science/article/abs/pii/S0304399106002245) In practice resolution is often dose-limited: a signal-to-noise ratio of about 3 is needed to see a feature, and Egerton's estimate is \\( (d_{50})^{2} = (0.5\\lambda/\\theta_{E}^{3/4})^{2} + (0.6\\lambda/\\beta)^{2} \\).[30](https://eels.info/why-eels/spatial-resolution) Against alternatives, EELS beats EDX for light elements (verified to \\( Z = 25 \\)) while EDX is preferred for heavier ones; for 50 and 100 nm Al₂O₃ beam broadening gives EDX 6.7 and 19 nm versus 1.4 and 2.8 nm for EELS at a 14 mrad collection angle.[7](https://hal.science/jpa-00251979/file/ajp-jp4199303C7332.pdf)\n\n## References\n\n1. [Chapter Three: Electron energy loss spectroscopy in the electron microscope (C. Colliex, Advances in Imaging and Electron Physics, 2019, 211, pp.187-304)](https://hal.science/hal-03488320/file/S1076567019300278.pdf)\n2. [From early to present and future achievements of EELS in the TEM (C. Colliex, Eur. Phys. J. Appl. Phys. 97, 38, 2022)](https://epjap.epj.org/articles/epjap/abs/2022/01/ap220012/ap220012.html)\n3. [Chapter 11: Electron Energy Loss Spectrometer (NTHU OCW course notes)](https://ocw.nthu.edu.tw/ocw/upload/132/1684/Chapter%2011%20Electron%20Energy%20Loss%20Spectrometer_R.pdf)\n4. [Electron Energy Loss Spectroscopy - EELS (TU Graz, Advanced Solid State Physics)](http://lampz.tugraz.at/~hadley/ss2/quasiparticles/eels/eels.php)\n5. [Ultra-high Energy Resolution EELS and 4D STEM at Cryogenic Temperatures (Microscopy and Microanalysis)](https://academic.oup.com/mam/article/29/Supplement_1/1698/7229073)\n6. [Nanoscale Multimodal Analysis of Sensitive Nanomaterials by Monochromated STEM-EELS in Low-Dose and Cryogenic Conditions (ACS Nano)](https://pubs.acs.org/doi/pdf/10.1021/acsnano.2c09571)\n7. [EELS and EDX comparison (J. Phys. France colloquium paper)](https://hal.science/jpa-00251979/file/ajp-jp4199303C7332.pdf)\n8. [Theory of dielectric screening and electron energy loss spectroscopy at surfaces (Comptes Rendus Physique)](https://comptes-rendus.academie-sciences.fr/physique/item/10.1016/j.crhy.2009.03.015.pdf)\n9. [High-Resolution Electron Energy-Loss Spectroscopy (review chapter, Applications of Physical Methods to Inorganic and Bioinorganic Chemistry)](https://mmrc.caltech.edu/LK%20EELS/Info/HREELS-MPS.pdf)\n10. [Electron Energy-Loss Spectroscopy: A versatile tool for the investigations of plasmonic excitations](https://arxiv.org/abs/1405.3369)\n11. [Inelastic Scattering and Beam Damage (Williams & Carter, Transmission Electron Microscopy, Ch. 4, 2009)](https://joachimfranklab.org/Learning_Materials/Meeting_6_Electron_Specimen_Interactions/Papers/TEM_Williams_Carter_2009_Ch_4.pdf)\n12. [Theory of Image Formation by Inelastically Scattered Electrons in the Electron Microscope (Advances in electronics and electron physics, 1985)](https://doi.org/10.1016/s0065-2539%2808%2960878-1)\n13. [Relativistic EELS scattering cross-sections for microanalysis based on Dirac solutions](https://arxiv.org/html/2405.10151v2)\n14. [History of EELS Technique (Table 3935)](https://www.globalsino.com/EM/page3935.html)\n15. [James Hillier, R. F. Baker (1944). Microanalysis by Means of Electrons. Journal of Applied Physics.](https://doi.org/10.1063/1.1707491)\n16. [The microanalysis of light elements using transmitted energy loss electrons (Ultramicroscopy, 1975)](https://doi.org/10.1016/s0304-3991%2875%2980006-4)\n17. [From a physicist's toy to an indispensable analytical tool in many fields of science (C. Colliex, Ultramicroscopy)](https://www.nims.go.jp/EDGE2017/OLK/ULTRAM_12237.pdf)\n18. [Spectrum-image: The next step in EELS digital acquisition and processing (Ultramicroscopy, 1989)](https://doi.org/10.1016/0304-3991%2889%2990304-5)\n19. [A. A. Lucas, M. Šunjić (1971). Fast-Electron Spectroscopy of Surface Excitations. Physical Review Letters.](https://doi.org/10.1103/physrevlett.26.229)\n20. [On the fate of high-resolution electron energy loss spectroscopy (HREELS), a versatile probe to detect surface excitations: will the Phoenix rise again? (PCCP, 2021)](https://pubs.rsc.org/en/content/articlehtml/2021/cp/d1cp03804d)\n21. [Exploring the capabilities of monochromated electron energy loss spectroscopy in the infrared regime (OSTI.GOV record)](https://www.osti.gov/biblio/1489598)\n22. [Local bandgap and optoelectronic measurement using monochromated STEM-VEELS: fundamentals, challenges, and recent advances (Applied Microscopy)](https://link.springer.com/article/10.1186/s42649-026-00143-9)\n23. [HREELS Laboratory (University of Szeged / ELI-ALPS facility description)](https://www2.sci.u-szeged.hu/radio_rekin/methods/HREELS.pdf)\n24. [Harald Ibach and colleagues (2017). Electron energy loss spectroscopy with parallel readout of energy and momentum. Review of Scientific Instruments.](https://doi.org/10.1063/1.4977529)\n25. [Low-loss electron energy loss spectroscopy: An atomic resolution complement to optical spectroscopies and application to graphene (Phys. Rev. B 92, 125147)](https://link.aps.org/accepted/10.1103/PhysRevB.92.125147)\n26. [Uncertainty-aware machine learning for core-loss background subtraction in EELS (npj Computational Materials)](https://www.nature.com/articles/s41524-026-02145-3)\n27. [Scattering delocalization and radiation damage in STEM-EELS (Ultramicroscopy, 2017)](https://www.sciencedirect.com/science/article/abs/pii/S0304399117300815)\n28. [Energy-loss- and thickness-dependent contrast in atomic-scale electron energy-loss spectroscopy (Phys. Rev. B 90, 214305)](https://journals.aps.org/prb/abstract/10.1103/PhysRevB.90.214305)\n29. [Limits to the spatial, energy and momentum resolution of electron energy-loss spectroscopy (Egerton, Ultramicroscopy 107(8):575-586, 2007)](https://www.sciencedirect.com/science/article/abs/pii/S0304399106002245)\n30. [Spatial Resolution | EELS.info](https://eels.info/why-eels/spatial-resolution)\n\n---\n*Topic: Encyclopedia › Physical world and mathematics › Physics › Matter and radiation physics › Condensed matter physics*\n\n*Initially written Sep 29, 2026 · Edited: Oct 15, 2026; Oct 21, 2026; Oct 25, 2026*\n\n*Copyright 2026 EdgeChat AI, a subsidiary of Biostate AI.*\n\nLicense: Edgepedia Community License 1.0, https://www.edgepedia.org/edgepedia/license\n", "same_as": [], "url": "https://www.edgepedia.org/electron-energy-loss-spectroscopy", "markdown_url": "https://www.edgepedia.org/electron-energy-loss-spectroscopy.md", "license": { "name": "Edgepedia Community License 1.0", "url": "https://www.edgepedia.org/edgepedia/license", "summary": "Free with credit, commercial use included. AI training is open to everyone. For other uses, organizations over USD 100M in revenue or 100M monthly users license separately.", "spdx": "LicenseRef-Edgepedia-Community-1.0" }, "credit": "\"Electron energy loss spectroscopy\", Edgepedia (EdgeChat), https://www.edgepedia.org/electron-energy-loss-spectroscopy. Edgepedia Community License 1.0.", "credit_md": "\"[Electron energy loss spectroscopy](https://www.edgepedia.org/electron-energy-loss-spectroscopy)\", Edgepedia (EdgeChat), [https://www.edgepedia.org/electron-energy-loss-spectroscopy](https://www.edgepedia.org/electron-energy-loss-spectroscopy). [Edgepedia Community License 1.0](https://www.edgepedia.org/edgepedia/license).", "credit_html": "\"Electron energy loss spectroscopy\", Edgepedia (EdgeChat), https://www.edgepedia.org/electron-energy-loss-spectroscopy. Edgepedia Community License 1.0.", "speakable": "Electron energy loss spectroscopy measures the energy a beam of electrons transfers to a material, reading composition, bonding, and excitations, with modern instruments reaching single-atom sensitivity." }