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Summary

The interest in using graphene as an electronic material arises in large part from the high speed with which electrons move through the material — approximately 100 times faster than in the silicon used in almost all modern electronic devices. Graphene is a single atomic layer of carbon with the thickness of a single carbon atom, making it ideal for small electronic devices like transistors or sensors. Graphene can be patterned using standard semiconductor lithography techniques and can serve as both the active element of the electrical component and as the "wires" or connections to other parts of the electrical circuit. Many of the notable properties of graphene stem from its unique electronic structure and topology. The goal of this project is to determine the unique structural and electrical properties of graphene using atomic-scale local probe measurements.

Description

Two remarkable features of graphene that are opening avenues to multiple applications are its high transport carrier mobility and the broad tunability of its electronic properties. Graphene charge carriers can be tuned continuously from negative carriers (i.e., electrons) to positive carriers (holes). Separating the point between the negative and positive carriers is a neutrality point where the net charge goes to zero. This condition is called the Dirac point, named after the Dirac theory used to describe graphene charge carriers. Arising from the Dirac point is a linear dispersion of the energy vs momentum of the charge carriers.

To perform measurements on graphene devices, NIST researchers fabricated a representative electrical device. A typical semiconductor device is a complex "sandwich" of alternating conducting, semiconducting, and insulating layers and structures. To perform experiments on graphene devices, the NIST team fabricated structures with a single atomic sheet of graphene and another conductor separated by an insulating layer. When the bottom conductor is charged, it induces an equal and opposite charge in the graphene layer, and in this way the carriers can be switched from electrons (negative charges) to holes (positive charges). To determine how the graphene carriers are affected by the substrate insulators, NIST researchers used custom-designed scanning probe microscopes. A unique feature of the NIST microscopes is the ability to optically align the SPM probe tip to the very small active graphene area on the device, which may be as small as tens of micrometers in length. Once aligned, the microscope is cooled to liquid He temperatures (4 K) and tunneling microscopy and spectroscopy measurements are performed to probe the graphene carriers on the atomic scale. NIST researchers have used atomic-scale measurements, scanning tunneling microscopy, and scanning tunneling spectroscopy to understand the various properties of graphene related to its electronic structure.

Graphene Linear Dispersion 

Project Graphene TMCO
Fig. 1: TMCOs in epitaxial graphene. (A) Schematic of graphene low-energy dispersion with quantized LLs (LL𝑛) in a magnetic field. The Dirac point ED locates the common apex of the electron and hole cones. The red dashed line indicates the 𝜅-space area AE corresponding to a dI/dV measurement at the set-point energy E = 𝑒𝑉𝐵. (B) TMCOs in dI/dV (E = –65 meV) as the magnetic field is swept perpendicular to the graphene plane. The largest oscillations originate from the LLs sweeping through the energy E. (Inset) Fan plot showing a linear relation in the LL index n from the conductance oscillations versus 1/𝐵, yielding the TMCO frequencies 𝐵E. (C) The energy-momentum dispersion (symmetrized about 𝜅 = 0) obtained from the TMCO frequencies 𝐵E. A linear fit yields a carrier velocity c*= (1.070 T 0.006) × 106 ms−1 and a Dirac point location of ED = 29.7 T 0.5 meV above EF. Reference, https://www.science.org/doi/10.1126/science.1171810  
Credit: NIST

The energy spectrum of graphene's charge carriers is very different from ordinary metals and semiconductors. The conduction and valance bands meet at conical points, where the carriers have an energy that is linear in momentum, giving rise to a zero effective mass [Fig.1(a)]. This dispersion is called the Dirac cone because the equation describing the motion of the carriers resembles the Dirac equation for relativistic particles. At the conical point, called the Dirac point, the density of carriers is zero in an ideal graphene lattice. When a magnetic field is applied perpendicular to the graphene sheet, the charge carriers undergo cyclotron motion and condense into sharp quantized energy levels, called Landau levels [Fig. 1(a)]. A hallmark of graphene that results from the unique linear dispersion is that the energy spacing between the Landau levels is not constant but varies with energy, and a special state comes into existence at the Dirac point, where there were no carriers when the magnetic field was not applied. The linear dispersion can be obtained by measuring tunneling magneto-conductance oscillations [Fig. 1(b)]. These magneto-oscillations are distinctly different from traditional Shubnikov–de Haas oscillations (SdHOs) in transport measurements, as they measure the band structure properties at variable tunneling energy rather than a single energy at the Fermi surface. Using the TMCO measurements, we map the low-energy dispersion of graphene with an energy resolution of 2.8 meV, and we extend these measurements of energy versus momentum into the empty electronic states that are inaccessible to photoelectron spectroscopy [Fig. 1(c)].

Charge Puddles in Graphene

The interaction of graphene with the underlying substrate can create charge puddles, which create potential inhomogeneities that induce a random doping profile in the graphene in response to the charge puddles. To get at the root cause of these inhomogeneities, NIST researchers developed a density mapping tunneling spectroscopy measurement to observe the nanoscale spatial variations in carrier density. In this method, the tunneling conductance is measured as a function of energy at constant gate potential, and then the spectra are repeated with a small incremental change in gate potential. The resulting data is displayed in a map, showing a rich variety of detail that cannot be gathered by a single tunneling spectrum.  

Project Graphene Puddles
Fig. 2:  NIST researchers fabricated graphene devices to examine graphene electronic properties. (a) Optical image of a graphene device in the center region surrounded by a gold electrode. The tunneling tip and its reflection are aligned near the device before the device is cooled to 4 K. (b) Density mapping tunneling spectroscopy data showing the evolution of quantum Landau levels as a function of energy (vertical axis) and gate voltage, or carrier density, (horizontal axis). (c) Close-up of the green boxed region in (b) showing Coulomb charging diamonds corresponding to the addition of a single electron to a graphene quantum dot which are formed when the 1st Landau level crosses the Fermi level. Reference, https://www.nature.com/articles/nphys1866  
Credit: NIST

Using these methods, the NIST team determined that the silicon oxide substrate potential fluctuations are interrupting the orbits of the electrons in the graphene, creating wells where the electrons and holes pool and reducing their mobility. The resulting p-n junctions (neighboring electron and hole regions) only localize the graphene carriers weakly due to the ability of graphene carriers to penetrate potential barriers. However, the NIST team found a dramatic change when a magnetic field was applied. The electrons lack the energy to scale the barriers of resistance created by energy gaps between the Landau levels, and settle into isolated pockets of graphene quantum dots: nanometer-scale regions that confine electrical charges in all directions. The Coulomb charging of the quantum dots was observed as a diamond structure in the gate maps when the Landau levels cross the Fermi energy [Fig. 2(c)].

NIST researchers found even more complicated nanoscale behavior caused by substrate interactions in bilayer graphene (two stacked graphene layers). It has been known for some time that bilayer graphene acts more like a semiconductor with a band gap when immersed in a perpendicular electric field. Just like single-layer graphene, the insulating substrate induces electron and hole puddles to form. However, in bilayer graphene, both electron and hole puddles are deeper on the bottom layer because the bottom layer is closer to the substrate. This difference in puddle depths between the layers creates a random pattern of alternating charges and the spatially varying band gap [Fig. 3], which was difficult to detect when the bilayer band gap was measured with macroscopic measurements.

Graphene Puddles Bilayer
Fig. 3:  Charge puddles in bilayer graphene. NIST microscopic measurements show that interactions of the graphene layers with the insulating substrate material cause electrons (red) and holes (blue) to collect in "puddles." The differing charge densities between the top and bottom layers create the random pattern of alternating dipoles (electric field arrows) and energy band gaps that vary on a nanometer scale. Reference, https://www.nature.com/articles/nphys1988  
Credit: NIST
Gallery Modes
Fig. 4: Quantum whispering gallery modes of a graphene circular resonator(A) Schematic of the potential profile formed by (B) a p-doped graphene center region and n-doped background, created by ionizing impurities in the underlying hBN insulator. (D) Differential conductance map vs. radial spatial position obtained from an angular average of an xy grid of spectra obtained over the graphene resonator.  𝑚 = ±1/2 states occur in the center at 𝑟=0, while states with higher angular momentum occupy positions away from the center in arcs of increasing m values and common n value. The solid blue line shows a quadratic potential with 𝜅=10 eV/μm2 and a Dirac point of 137 mV. The dashed yellow line at 𝑟 = 0, and dashed green line at 𝑟 = 70 nm, indicate the measurement positions for Figs. 5A and 6A, below. Reference: https://doi.org/10.1126/science.aal0212 
Credit: NIST

Berry Phase and Circular Graphene Resonators

Associated with the Dirac point in the graphene dispersion is a source for Berry curvature, which gives rise to a Berry phase when momentum space orbits encompass the Dirac point. The Berry phase is the geometric phase accumulated as a quantum state evolves adiabatically around a cycle according to Schrödinger’s equation. Graphene is a rare example where the Berry phase can alter the energy spectrum of the charge carriers. Because of the pseudo-spin-momentum locking, the Berry phase associated with a quantum state can take only two values, 0 or 𝜋, which gives rise to the unconventional “half-integer” Landau-level structure in the quantum Hall regime. 

Using graphene devices, NIST researchers have shown that a Berry phase switch can be engineered in graphene resonators. Graphene resonators confine Dirac quasiparticles by Klein scattering from p-n junction boundaries. Circular resonators were produced by a scanning tunneling microscope (STM) by creating a fixed charge distribution in the substrate, generated by strong electric field pulses applied between the tip and graphene/boron nitride heterostructure [Fig. 4].

The Berry phase switch of the energy eigenstates of the resonator are shown in Fig. 5 where we probe the magnetic field dependence of the 𝑚 = ±1/2 resonator states (Fig. 5A) for the states 𝑛 = 1 to 𝑛 = 5, corresponding to the energy range indicated by the yellow dashed line in Fig. 4D. We see the degenerate 𝑚 = ±1/2 states in the center of the map at 𝐵 = 0, corresponding to the states seen in the center of Fig. 4D at 𝑟 = 0. However, as the magnetic field is increased, new resonances suddenly appear between the 𝑛th quantum levels, where none previously existed. The spacing between the new magnetic field–induced states, 𝛿𝜀𝑚, is about one-half of the spacing, ∆𝐸, at 𝐵 = 0. Figure 5C shows a magnified view of the 𝑛 = 4 quantum state where new states appear at a critical field of 𝐵𝑐 = ±0.11 T.

Graphene Berry Phase Switch
Fig. 5: The On/Off Berry phase switching in graphene circular resonators. (A) Differential tunneling conductance map vs. magnetic field measured in the center of the graphene resonator for the 𝑛=1 to 𝑛=5 modes, indicated by the yellow dashed line in Fig. 4D. New resonances suddenly appear at a critical magnetic field of 𝐵𝑐 ≈ ±0.11 T in between those present at 𝐵 = 0 T. (B) Calculated local density of states (LDOS) of the graphene resonator states in a magnetic field to compare with experiment in (A) using a parabolic confining potential with 𝜅 = 10 eV/μm2 and Dirac point ED = 137 meV (Fig. 4D). (C) Magnified view of the 𝑛= 4 resonance from (A) showing the Berry-phase induced jumping of the 𝑚 = ±1/2 modes with magnetic field: 𝑚 = +1/2m only jumps at positive fields, and 𝑚 = −1/2 m only at negative fields. The 2D maps in A-C are shown in the 2nd derivative to remove the graphene dispersive background. (D) The difference in energy between the 𝑚 = ±1/2 states, δε𝑚, for the 𝑛 = 4 resonance vs. magnetic field. The right axis is in units of the energy difference between the 𝑛 =4 and 𝑛 =3 resonances, Δε, at 𝐵 = 0 T. The Dirac cones schematically illustrate the switching action:  At low fields, the switch is open with zero Berry phase.  When the critical field is reached, a π Berry phase is turned on closing the switch. Reference: https://doi.org/10.1126/science.aal0212
Credit: NIST
Gallery Modes Off Center
Fig. 6: Berry phase switching of higher angular momentum states.  Differential tunneling conductance map vs. magnetic field measured 70 nm off-center of the graphene resonator. Kinks observed in the conductance correspond to the higher 𝑚 modes which are seen to switch with higher critical magnetic fields. The staircase switching pattern results from 𝑚 states that jump and overlap in energy the next higher non-switched 𝑚 state, leading to an increased intensity at that energy.  The fan of dashed lines are calculations for the critical magnetic field. Reference: https://doi.org/10.1126/science.aal0212
Credit: NIST

 A semiclassical analysis of the Berry phase switch predicts that the critical field should scale with the orbital quantum number 𝑚, as 𝐵𝑐 = 2ħ𝑚𝜅  / 𝑒ε where 𝜀 is the energy of the orbit. Access to higher m states were made with measurements away from the center of the resonator and show excellent agreement with the above critical field expression, as shown in Fig. 6.

Spatial vs Magnetic Confinement in Graphene Circular Resonators

graphene spatial magnetic confinement
Fig. 7: Visualization of the condensation of states from spatial to magnetic quantization. (A-I) Experimental differential conductance (T = 4.3 K), g(Vb, Vg, r, B), maps the local density of states as a function of applied magnetic field, showing manifolds of spatially confined QD states condensing into LLs at higher fields. The magnetic field and corresponding magnetic length l is indicated in the bottom of each map. The 2D maps are radially averaged from a 2D grid of spectra. A smooth background was subtracted to remove the graphene dispersive background.  The yellow arrows in (B) indicate the splitting of the 𝑚 = ±1/2 degeneracy at r = 0 due to the turn on of a 𝜋 Berry phase. The blue arrows in (D) indicate the shell-like states merging into the N=0 Landau level edge mode. (J) Energy positions of the (𝑛, 𝑚 = 1/2) states (symbols) obtained from the maps in (A-I) at 𝑟 = 0 are observed to evolve into separate LLs with increasing applied magnetic field. LL(0) splits into two peaks above 2.5 T, indicated by the open and solid square symbols. The experimental uncertainty, determined from fitting the peak positions in the spectra, represents one standard deviation and is smaller than the symbol size. Reference https://www.science.org/doi/10.1126/science.aar2014  
Credit: NIST

Energy quantization due to quantum confinement takes place when the particle’s de Broglie wavelength becomes comparable to the system’s length scale. Confinement can arise through spatial constraints imposed by electric fields or through cyclotron motion induced by magnetic fields. Graphene circular resonators offer a platform to examine the transition from spatial confinement using electrostatic potentials to magnetic confinement introduced by cyclotron motion. Figure 7 shows the intricate evolution of the resonator quantum states as the magnetic field is steadily increased. The first critical field is reached by 0.25 T, where the ±𝑚 degeneracy is lifted owing to the turn-on of a 𝜋 Berry phase, as discussed above and as seen by the doubling of the anti-nodes at 𝑟 = 0 (arrows in Fig. 7B). The onset of the transition into the quantum Hall regime can be observed at 𝐵 = 0.5 T (Fig. 7C). Here, states in the center of the resonator start to flatten out, have increased intensity, and shift lower in energy.  Beginning at 𝐵 = 1 T, various interior resonator states (arrows in Fig. 7D) merge into the N = 0 Landau level (LL(0)). With progressively higher fields, the number of QD resonances decreases as they condense into the flattened central states, forming a series of highly degenerate LLs (Fig. 7, F to I).

Graphene Spatial Magnetic Wedding Cake
Fig. 8: Electron Interactions and the Wedding Cake-like Structure. (A) Experimental differential conductance map (T = 4.3 K), 𝑔(𝑉b,𝑉g,𝑟,𝐵), as a function of 𝑉𝑏 and 𝑟 at 𝐵 = 4 T showing the wedding cake structure in the LLs in the QD. (B) An x-y slice of the 𝑔(𝑉b,𝑉g,𝑟,𝐵) map at 𝑉𝑏=6 mV (near the Fermi level) showing the inner compressible disk from LL(-1) and the outer compressible ring from LL(0). The solid yellow lines show where LL(0) and LL(-1) cut through the Fermi level, creating the compressible rings. Reference https://www.science.org/doi/10.1126/science.aar2014 
Credit: NIST

The flattened LLs form a wedding-cake-like structure in the resonator comprising a series of compressible and incompressible disks and rings of an electron fluid. The incompressible and compressible rings become considerably clearer in a higher magnetic field. The experimental spectral map in Fig. 8A shows the LLs becoming flat in the central region of the QD, even though the bare external electrostatic potential is concave, and then they progress sharply to a new energy level as new LLs become occupied, forming a wedding cake-like structure. Here LL(N), N = –5 to 2 can be observed as plateaus in the center of the QD (Fig. 8A). Both LL(0) and LL(-1) cross the Fermi level at zero bias as indicated by the yellow lines, forming a LL(-1)  compressible disk in the center and an outer LL(0) compressible ring separated by an incompressible ring, as shown in the Fermi-level spatial map in the x-y plane (Fig. 8B). We observe Coulomb charging of these LLs as charging lines intersecting the LLs at the Fermi level and progressing upward at sharp angles in Fig. 8A. These lines correspond to a quartet of rings in Fig. 8B.  The charging of the compressible regions occurs in groups of four, reflecting the four-fold (spin and valley) graphene degeneracy.

Single-electron Charging of Compressible Landau Level Islands in Graphene

Applying even higher magnetic fields to the graphene resonators results in isolated incompressible rings that behave as quantum dots (QD), where single-electron charging events can be well studied. Figure 9(c)-(f) show the STS dI/dV signal acquired in line spectroscopy measurements through p- and n-type QDs ((c) and (d), respectively) and in x-y raster scans at fixed bias ((e) and (f), respectively). In all panels the gate was set within the double-QD regime, where LL(-1) and LL(0) cross 𝐸𝐹 within the well. In the raster scans, the charging features are due to the effect of spatially-dependent tip gating and take the form of concentric rings. The two LLs which are being charged each have their own set of concentric rings; charging rings of LL(-1) and LL(0) are indicated by dark and light grey arrows respectively. In the n-type dot (Fig. 1(f)) the centers of the two sets of charging rings have spatially separated centers and can be readily distinguished. In the line spectroscopy measurements (Fig. 9(c) and (d)), the two sets of charging peaks appear as series of nested quasi-parabolic “U”-shaped curves whose vertical spacing Δ𝑉𝐵 can be used to estimate the charging energy of its respective QD (see Fig. 2 et seq.). Within each potential well the two sets of charging “U”s can be distinguished by their curvature and spatial extent: those belonging to the outer LL(-1) are broader, flatter, and more closely spaced in Δ𝑉𝐵, while those belonging to the inner LL(0) are steeper and more widely spaced.

Both types of charging curve resemble the features observed in scanning gate microscopy of QD systems, and can be explained as an induced charge in the QD, Δ𝑞 = 𝐶𝑡𝑖𝑝(𝐫)Δ𝑉𝑡𝑖𝑝, where Δ𝑉𝑡𝑖𝑝 is the contact potential difference between the tip and graphene minus the sample bias 𝑉𝐵. The tip capacitance 𝐶𝑡𝑖𝑝 should be regarded as an effective capacitance that derives from the interaction of the spatially-varying tip potential with the QD potential well, as screened by the successive partially-filled LL rings. Importantly, since the electron density per filled LL in the quantum Hall regime is fixed, the charging (dis-charging) of the LL quantum dot by the scanning tip is accompanied by growth (shrinkage) of the total occupied area at the Fermi level, and corresponding deformations of the compressible ring, which is its boundary.

By keeping the probe position fixed, single electron charging events can be observed as peaks in the differential conductance vs applied back gate potential 𝑉𝑔 and sample bias 𝑉𝐵. Figure 10(a) shows the spectral 𝑑𝐼/𝑑𝑉𝐵 gate map as a function of 𝑉𝐵 and 𝑉𝑔 with the tip positioned in the center of the confining potential. Here, the map is dramatically dominated by slanted bright lines corresponding to adding a single charge to a LL QD, whereas the usual graphene LL LDOS is observed as a nearly-horizontal intensity modulation of these features. In Fig. 10(a), a single hole is added to LL(0) starting at a large back gate voltage of ≈36 V, initiating a LL(0) QD disk at the Fermi level. As we decrease the gate voltage, additional holes are added and the dot expands: the filled LL(0) rises above the Fermi energy in the dot center, and the compressible part of this LL expands outward, forming a ring. This increase in dot size is inferred from the closer spacing of the charging lines and confirmed by direct STS measurements (Fig. 9(c)). At gate voltage ≈22 V, LL(-1) crosses the Fermi level (see schematic below Fig. 10(a)) and a concentric double-QD is formed. This is indicated by a second series of slanted charging lines that are observed together with the original set from the LL(0) QD; the latter are now finely spaced, reflecting the larger size of the LL(0) QD. These two sets of charging lines display an avoided crossing pattern indicative of a double QD (Fig. 10(b)).

Graphene QD top view
Fig. 9: Real-space imaging of single electron charging of graphene QD compressible islands. (a,b) show cartoons illustrating the Landau level (LL) p-type (a) and n-type (b) QD systems, tuned to the double-dot regime. Both systems are characterized by two LLs crossing the Fermi energy 𝜇𝑔𝑟 in a nested pattern. In the n-type (p-type) QD, LL(-1) (LL(0)) crosses 𝜇𝑔𝑟 in an outer ring, while LL(0) (LL(-1)) crosses in an inner pocket. 𝑔(𝐫,𝑉B) measurements from p-type and n-type QDs at 𝐵 = 8 T are shown in (c,e) and (d,f) respectively. (c) and (d) show energy vs distance tunneling measurements cut through the centers of the QD systems along the dashed white lines in (e) and (f), respectively. LLs exhibit plateaus in (c) and (d) characteristic of screening, and charging events are observed as series of convex-up parabolas with different curvatures; each panel contains two overlapping sets of curves for the two nested LLs. The same charging features in 𝑔 as appear as sets of concentric rings in (e) and (f). Features associated with the charging of LL(-1) (LL(0)) are indicated by dark grey (light grey) arrows. Tunneling parameters for (c,e) are 𝑉𝐵=300 mV, 𝐼𝑠=100 pA and (d,f) are 𝑉𝐵=250 mV, 𝐼𝑠=100 pA, respectively. Reference, https://journals.aps.org/prb/abstract/10.1103/PhysRevB.101.035428.
Credit: NIST
Graphene QD Gate Charging
Fig. 10: Mapping of the single charging of compressible rings and disks in p-type graphene QDs. (a) 𝑔(𝑉𝑔,𝑉𝐵) map with the tip positioned in the center of the QDs for the p-type dot of Fig. 10(a) at 𝐵=8 T. The rightmost slanted bright line indicates the addition of the first hole to LL(0) at 𝑉𝑔≈36 V (dashed vertical line). With decreasing gate voltage the LL(0) compressible disk charges and grows in size, becoming a ring when LL(0) is lifted off the Fermi level in the interior of the QD (see schematic below map). At 𝑉𝑔≈22 V the first hole is added to LL(-1) as it comes to the Fermi level; with decreasing gate voltages both LLs are charged leading to avoided crossings, as shown in (b) (square box in (a)) (c) 𝑔(𝑉𝑔) spectrum cut from the dashed horizontal line in (a) at 𝑉B=180 mV, showing the charging peaks. (d) The QD radius vs line index, as calculated from the horizontal spacing of the charging lines in (a), under the parallel plate approximation where the dot is a conducting disk. Note increasing index corresponds to decreasing gate voltage. (e) The addition energy of the LL(-1) QD vs line index, as determined from the vertical spacing of consecutive lines. The peaks at index four and eight arise from quantum energies separating the groups of four charging lines, as shown in (c). The statistical uncertainty in (d) and (e) is less than the symbol size as determined from of the uncertainties in a linear least square fit of the charging lines in (a). Tunneling parameters are 𝑉𝐵=300 mV, 𝐼𝑠=100 pA. Reference, https://journals.aps.org/prb/abstract/10.1103/PhysRevB.101.035428.
Credit: NIST

 

Created August 18, 2025, Updated September 2, 2025
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