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Resonance Explorer

Resonance is how you talk to a qubit. Drive at the right frequency and energy transfers; miss it and nothing happens. This page explores the frequency-domain physics that underpins Rabi oscillations, qubit readout, and selective addressing on real hardware.

What is Resonance?

A qubit has two energy levels separated by a gap ΔE = hω. Send in a microwave pulse at exactly ω and the qubit absorbs energy, transitioning from |0⟩ to |1⟩. Detune the drive and the response drops off as a Lorentzian peak.

|0⟩|1⟩hνΔE = hωωlowhighP(|1⟩)peak when drive = qubit frequencyDrive frequency
Pushing a swing. Push at the swing's natural frequency and energy builds with every cycle. Push at the wrong time and you fight the swing's motion — nothing accumulates. A qubit works the same way: the microwave pulse is your push, and the qubit's transition frequency is the swing's natural rhythm.

Classical vs Quantum Resonance

The swing metaphor captures the core idea — frequency matching — but hides critical differences. A classical oscillator absorbs energy continuously and its amplitude grows without bound. A qubit has only two levels: it absorbs one photon, flips to |1⟩, then re-emits and flips back. This Rabi cycling is fundamentally quantum.

Classical Resonancedriven harmonic oscillatorgrows foreverTimeAmplitudeQuantum Resonancetwo-level system (qubit)01saturates at P=1TimeP(|1⟩)Both: frequency matching Lorentzian lineshape linewidth from damping/decoherence
PropertyClassicalQuantum
Energy levelsContinuous — any amplitude allowedDiscrete — only |0⟩ and |1⟩ (for a qubit)
On-resonance responseAmplitude grows without bound (until nonlinear)Rabi oscillation: cycles between |0⟩ and |1⟩
Energy absorptionContinuous — proportional to drive timeQuantized — absorbs exactly one photon hω₀
Steady stateFixed amplitude set by drive and dampingNo steady state — coherent cycling (or decays to mixed state)
MeasurementNon-invasive — read amplitude anytimeDestructive — collapses to |0⟩ or |1⟩
Frequency matching✓ Maximum energy transfer at ω₀✓ Maximum transition probability at ω₀
Linewidth✓ Set by damping γ✓ Set by decoherence 1/(πT₂)
Detuning response✓ Lorentzian falloff✓ Lorentzian falloff (same shape!)
Same song, different instrument. Classical and quantum resonance share the same frequency-matching principle and even the same Lorentzian lineshape. The difference is what happens after you match: a classical system keeps absorbing energy, while a qubit saturates and oscillates. This saturation is what makes a qubit a qubit — it has exactly two levels and can't be driven past |1⟩. See Rabi oscillations for the time-domain view of this cycling.

Spectroscopy: Finding the Qubit

Sweep the drive frequency and measure P(|1⟩) at each point. The peak reveals the qubit frequency. Adjust the drive amplitude (Ω) and coherence time (T) to see how they shape the spectral line. Hover the plot for exact values.

f = 5.00 GHzFWHM = 15.9 kHz-50-25+0+25+50Detuning from f (MHz)0.000.250.500.751.00P(|1⟩)

Drive amplitude: stronger drive taller peak

Coherence time: longer T narrower peak

FWHM: 15.9 kHzQ factor: 628KPeak P(|1⟩): 0.9999

Sound sweeps through the Lorentzian: loud at resonance, quiet off-resonance.

Tuning a radio dial. Spectroscopy is how experimentalists find their qubits. Sweep through frequencies, listen for the signal. The peak frequency tells you where the qubit lives; the width tells you how long it stays coherent. A sharp peak means a clean qubit — a broad peak means it's losing energy fast.

Linewidth and Coherence

Three qubits with T = 5, 20, and 100 μs, all at the same frequency. Longer coherence means a narrower spectral line and higher Q factor. The current drive amplitude (Ω = 2.0 MHz) is shared with the spectroscopy plot above.

T₂ = 5 μsT₂ = 20 μsT₂ = 100 μs-50-25+0+25+50Detuning (MHz)0.00.51.0
T₂ = 5 μs
Q = 157K63.7 kHz
T₂ = 20 μs
Q = 628K15.9 kHz
T₂ = 100 μs
Q = 3.1M3.2 kHz
Low Q (T=5μs) decays fast. High Q (T=100μs) rings long.
A bell's ring. A well-made bell rings for minutes — its frequency peak is razor-sharp (high Q factor). A cracked bell goes “thunk” — broad peak, low Q, the energy dissipates instantly. T is your qubit's ring time. This isn't just about computation time — it determines how precisely you can address a qubit. Long T means sharp frequency selectivity.

Avoided Crossing

When a qubit couples to a cavity (or another qubit), their energy levels can't simply cross. Instead they repel, creating an avoided crossing (anticrossing). The gap at Δ = 0 equals twice the coupling strength. Hover to see how the state character changes from pure qubit/cavity to maximally mixed dressed states.

2g = 80 MHz-200-1000100200Detuning Δ (MHz)-100-50050100Energy (MHz)E+ (upper)E- (lower)bare (uncoupled)

Coupling strength: larger g bigger gap between dressed states

Gap at Δ=0: 80 MHz (2g = 160 MHz)Dispersive shift (at Δ=1 GHz): 6.4 MHz (g²/Δ)

Two tones (L/R stereo) sweep through the avoided crossing. At Δ=0 the gap is widest.

Magnets that repel. Two coupled quantum systems behave like magnets approaching each other — their energies push apart rather than crossing. The gap reveals the coupling strength. This anticrossing is the basis for dispersive readout: when the detuning is large (Δ g), the qubit state shifts the cavity frequency by ±g²/Δ — different enough to distinguish |0⟩ from |1⟩ without destroying the qubit.

Resonance in Quantum Computing

Resonance isn't just a calibration detail — it's the mechanism behind every operation in a quantum computer. Every gate, every entangling interaction, and every measurement depends on resonance. Here's how the pieces fit together.

Resonance underlies every stepSuperpositionπ/2 pulse at ω₀|0⟩ → (|0⟩+|1⟩)/√2Entanglementtune qubits into resonanceiSWAP or CZ gateInterferencephase accumulationamplitudes add/cancelMeasurementdispersive readoutcavity probes qubit via χHow resonance enables each step:Superposition: A π/2 pulse at the qubit's resonant frequency rotates |0⟩ to (|0⟩+|1⟩)/2.Entanglement: Tuning two qubits to the same frequency enables energy exchange (iSWAP/CZ gates).Interference: Gate sequences make wrong-answer amplitudes cancel and right-answer amplitudes add.Measurement: Dispersive readout probes the cavity at its resonant frequency; qubit state shifts it.

Interference and Entanglement

These two phenomena are the computational engine of a quantum computer. Entanglement creates correlations that no classical system can replicate. Interference amplifies correct answers and suppresses wrong ones. Both are enabled by resonant interactions.

Interferenceamplitudes add as complex numberspath A: +0.7path B: -0.7+0.7 + 0.7 = 1.4constructive (right answer)+0.7 - 0.7 = 0destructive (wrong answer)Algorithms arrange gates so paths to correct answers add upEntanglementcorrelated states that can't be separatedq0q1CZ(|00⟩ + |11⟩) / 2measure q0 = 0 q1 must be 0measure q0 = 1 q1 must be 1Created by bringing qubits into/near resonancewith each other or a shared cavity (avoided crossing)

How they work together

1.

Resonant pulses create superposition. A π/2 microwave pulse at ω puts a qubit into (|0⟩+|1⟩)/2. Off-resonance? The pulse does almost nothing. This selectivity is why resonance matters.

2.

Resonant coupling creates entanglement. When two qubits are brought into resonance (same frequency), they exchange energy via the avoided crossing. This interaction produces two-qubit gates (iSWAP, CZ) that generate entanglement. On tunable-frequency chips (like transmons), you literally tune the qubit frequency to create the gate.

3.

Gate sequences create interference. Quantum algorithms are sequences of resonant pulses arranged so that the probability amplitudes for wrong answers cancel (destructive interference) and correct answers reinforce (constructive interference). This is the quantum speedup — exploring many paths simultaneously and having them interfere to concentrate probability on the right answer.

4.

Dispersive resonance enables measurement. To read the result, a microwave probe hits the readout cavity at its resonant frequency. The qubit state shifts that frequency by ±g²/Δ (from the avoided crossing above), letting you distinguish |0⟩ from |1⟩ without directly touching the qubit.

The trinity of quantum computing. Superposition lets you explore many states at once. Entanglement correlates qubits so they can't be described independently. Interference filters the results so useful answers survive. All three are orchestrated through resonance — the ability to precisely address quantum systems at their natural frequencies. Without resonance, you have no selective control, and without selective control, you have no computation.

Multi-Qubit Resonance

A single qubit has one resonance peak. A chip with many qubits has many peaks — and they must not overlap. When peaks collide (“spectral crowding”), qubits exchange energy uncontrollably, destroying information. This is the frequency planning problem every chip designer must solve.

Spectral Crowding

q0: 4.85 GHzq1: 5.00 GHzq2: 5.45 GHzq3: 5.90 GHzq4: 6.35 GHzwell separated4.64.85.05.25.45.65.8Frequency (GHz)0.00.51.0
5 tones across stereo. Crowd them and hear the beating/dissonance.

How Entanglement Shifts Resonance

When a qubit couples to a readout cavity (or another qubit), the coupling creates a state-dependent frequency shift. The cavity's resonant frequency moves left or right depending on whether the qubit is in |0⟩ or |1⟩. This dispersive shift χ = g²/Δ is how measurement works — you probe the cavity and the frequency you see tells you the qubit state.

qubit in |0⟩qubit in |1⟩2χ = 10 MHz4.964.985.005.025.04Readout cavity frequency (GHz)

The chain reaction

1.

Coupling shifts frequencies. Two coupled systems can't have independent resonance frequencies — they become dressed states with shifted energies (the avoided crossing from Section 4).

2.

Entanglement makes shifts state-dependent. If qubit A is entangled with qubit B, measuring A collapses B into a definite state — which shifts B's frequency. The stronger the entanglement, the larger the shift. This is the always-on ZZ interaction that limits fidelity on fixed-frequency transmons.

3.

Topology determines which qubits couple. Only physically connected qubits have significant coupling. The chip's wiring layout determines which pairs can interact directly — all other interactions require SWAP chains, each adding ~1% error.

Topology Shapes Everything

Here's Tuna-9's actual topology with measured Bell-state fidelity on each edge. The fidelity varies from 85.8% to 93.5% — this variation reflects different frequency separations, coupling strengths, and local noise environments at each pair. Routing matters: GHZ states on q[2,4,6] (high-fidelity path) beat q[0,1,2] (weak links) by 5.8 percentage points.

Tuna-9 Topology (measured Bell fidelity)87.0%85.8%91.3%89.8%92.3%91.4%87.1%93.5%91.3%88.3%q0q1q2q3q4q5q6q7q8Bell Fidelity> 93% (best pair)89-93% (good)< 89% (weak)Routing ExampleGHZ q[2,4,6]: 88.9%GHZ q[0,1,2]: 83.1%Best path avoids weak linksWhy fidelity variesDifferent frequency separationsbetween coupled qubits meandifferent two-qubit gate quality
A city of radio towers. Each qubit is a radio tower broadcasting at its own frequency. Towers that are physically close (connected on the chip) can interfere with each other. The chip designer's job is to assign frequencies so that connected qubits are far enough apart in frequency space to avoid crosstalk, but close enough that two-qubit gates (which require resonant interaction) remain fast. It's a Goldilocks problem — and the topology constrains which frequency assignments are even possible. This is why chip architecture matters as much as individual qubit quality.

Resonance on Real Hardware

Each qubit on a chip is tuned to a slightly different frequency, allowing selective addressing via frequency-multiplexed microwave pulses. Here are representative qubit frequencies across our three platforms. The spread within each chip is deliberate — it prevents unwanted crosstalk between neighboring qubits.

4.04.55.05.56.06.57.07.58.0Frequency (GHz)IBM Torino015101520305075100IQM Garnet12357911141720Tuna-9012345678
Listen:Each qubit becomes a tone. More spread = more distinct.

Note: frequencies are representative (real calibration data is proprietary). The principle — each qubit at a distinct frequency — is accurate.

Radio stations. Just like FM radio stations occupy different frequencies so they don't interfere, each qubit on a chip sits at a unique frequency. Want to flip qubit 3? Tune to 5.55 GHz. Want qubit 7? Switch to 6.48 GHz. The narrower each qubit's linewidth (higher T), the more qubits you can pack into a given frequency band without crosstalk.

Key Terms

See the full glossary for more definitions.

Resonance

The condition where a driving frequency matches a system’s natural frequency, enabling maximum energy transfer. For a qubit: ω_drive = ω₀.

Detuning (Δ)

The difference between the drive frequency and the qubit frequency: Δ = ω_drive - ω₀. Zero detuning means perfect resonance.

Spectroscopy

Sweeping a drive frequency across a range and measuring the response. The peak reveals the qubit’s transition frequency. First step in any calibration workflow.

Lorentzian Lineshape

The characteristic frequency response P(Δ) = Ω²/(Ω² + Δ² + γ²) of a resonance peak. Natural for systems with exponential decay (T₂ decoherence).

Linewidth (FWHM)

Full Width at Half Maximum — the frequency span where the response exceeds half its peak value. Related to coherence: FWHM = 1/(π T₂).

Q Factor

Quality factor = ω₀/FWHM. Measures how many oscillations a system completes before losing energy. Superconducting qubits: Q ~ 10⁶. Higher Q means better frequency selectivity.

T₂ Coherence

The timescale over which a qubit loses phase information. Determines linewidth: longer T₂ → narrower peak → sharper frequency selectivity.

Avoided Crossing

When two coupled quantum systems have nearby energies, their levels repel rather than crossing. The minimum gap equals 2g, where g is the coupling strength.

Dressed States

Eigenstates of the coupled qubit-cavity system. At Δ = 0, they are equal superpositions of |qubit⟩ and |cavity⟩. At large Δ, they return to bare states.

Dispersive Readout

Reading a qubit by measuring cavity frequency shift χ = g²/Δ. In the dispersive regime (Δ ≫ g), |0⟩ and |1⟩ shift the cavity in opposite directions.

Rabi Frequency (Ω)

The rate at which a resonant drive rotates the qubit state. Proportional to the microwave amplitude. Determines spectroscopy peak height and Rabi oscillation speed.

Transmon Qubit

A charge qubit with reduced charge sensitivity (E_J/E_C ~ 50–100). The dominant superconducting qubit architecture. Used in Tuna-9, Garnet, and Torino.

References

Superconducting Qubits

[R1]

P. Krantz, M. Kjaergaard, F. Yan, T.P. Orlando, S. Gustavsson, W.D. Oliver, “A Quantum Engineer’s Guide to Superconducting Qubits,” Appl. Phys. Rev. 6, 021318 (2019).

arXiv:1904.06560 &nearr;
[R2]

A. Blais, A.L. Grimsmo, S.M. Girvin, A. Wallraff, “Circuit quantum electrodynamics,” Rev. Mod. Phys. 93, 025005 (2021).

arXiv:2005.12667 &nearr;

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About Qubit Resonance

Superconducting qubits are controlled by microwave pulses tuned to their resonance frequency, typically 4–6 GHz. When the drive frequency matches the qubit's energy splitting, the qubit absorbs energy and transitions between states — this is the physical mechanism behind every quantum gate.

The resonance line shape is a Lorentzian peak whose width is set by the qubit's coherence time. When a qubit couples to a resonator cavity, their energy levels undergo an avoided crossing: the bare frequencies repel, creating "dressed states" that are hybridizations of qubit and cavity. This dispersive coupling is how superconducting qubits are read out without destroying their state.

This interactive shows real frequency data from Quantum Inspire Tuna-9, IQM Garnet, and IBM processors, alongside the physics of Lorentzian peaks, Q-factors, and cavity-qubit coupling.