On-chip flux-DAC multiplexing ct_fluxdac
SFQ on-chip flux digital-to-analogue converters that hold each qubit's or coupler's DC bias at the mK stage, replacing one room-temperature wire per bias with a multiplexed on-chip network.
On-chip flux-DAC multiplexing
Annealer-heritage SFQ flux DACs: ~200–300 bias lines for 10⁴ qubits; applied to fluxonium (bump-bonded MCM).
Key references
Design space — attributes
- (a) carrier affinity
- fabricated
- (b) time · entangling
- —
- (c) readout
- —
- (d) mobility
- —
- (e) control
- low-frequency electrical @ millikelvin stage
- (f) error structure
- coherent / calibration
- (g) manufacturing
- superconducting lithography
Evaluation space — dated attributes
The 200 and 300 in D-Wave's texts count different line sets: ~300 bias lines in total, ~200 multiplexed lines addressing the DAC network (both in the 2026-01-23 whitepaper). NASA JPL fabricated key components of the module.
Standard records
Actors & goals — annotations
Edges
Used by 4 machines (3 primary · 1 alternate)
- superconducting circuits 1
- D-Wave gate-model dual-rail system D-Wave Quantum press ▨ 🔎 (alternate)
- quantum annealers 3
- Advantage D-Wave Quantum docs ▣ Fig. 3–5 (Φ-DAC schematic, SFQ sources); Fig. 8 (XYZ addressing); §III Design and operation of a Φ-DAC ✅
- Advantage2 D-Wave Quantum paper docs docs ▣ Fig. 3–5 (Φ-DAC schematic, SFQ sources); Fig. 8 (XYZ addressing); §III.E XYZ-addressing line count ✅
- Advantage3 D-Wave Quantum press link ▨ 'a new prototype for scalable I/O' 🔎
Pictures
Every picture carries the story of what it shows and its credit line.



On-chip flux-DAC multiplexing
SFQ on-chip flux digital-to-analogue converters that hold each qubit's or coupler's DC bias at the mK stage, replacing one room-temperature wire per bias with a multiplexed on-chip network.
Verdict. Proven at 200–300 bias wires for a several-thousand-qubit annealer; the January 2026 fluxonium result is one device with coherence but no gate fidelity, no crosstalk matrix and no peer review.
Λ = error-suppression factor per code-distance step; QBI = DARPA Quantum Benchmarking Initiative (Stage A concept → B R&D plan → C government V&V); G1–G7 = the report's goal classes (see Actors & economics).
Identity & lineage
An on-chip flux DAC (Φ-DAC) is an SFQ circuit on the mK stage that latches the DC flux bias of one qubit or coupler. SFQ pulses push flux quanta (Φ₀ = h/2e) into a superconducting storage loop, which holds the bias indefinitely with no static dissipation and no room-temperature wire. D-Wave has shipped this in annealers for over a decade; the first gate-model application, a flip-chip fluxonium module, came in January 2026 D[316]C[281].
Attributes: fabricated control layer with no intrinsic gate or readout channel; low-frequency bias at the mK stage.
Error structure is coherent — bias-setting error, crosstalk, drift — not relaxation; fabrication is superconducting multilayer lithography.
Physics & limits
The scaling argument is about duty cycle, not power efficiency. Each switching event dissipates ~I_cΦ₀, but a flux bias is reprogrammed on a calibration cadence, not a gate cadence, so thousands of latched channels sit quiescent inside a millikelvin budget that could not host one continuously driven line — unlike SFQ gate control, which pulses at circuit rates. A resource review puts SFQ control at ~1.6 µW/qubit against 2–23 mW/qubit for 4 K cryo-CMOS S[550]fact.
The floor is bias resolution and stability, not coherence. The least significant flux step fixes a residual detuning; thermal cycling and trapped vortices move the working point; and every stored quantum couples magnetically to its neighbours, which is where crosstalk originates. Moving the floor needs low-power SFQ families (ERSFQ — energy-efficient rapid SFQ — and eSFQ) without static bias resistors, finer quantisation, and shielding that keeps the DAC network's fields off the qubit chip.
Engineering state of the art
table
| Year | Figure | Who | Tag/key |
|---|---|---|---|
| 2025-05-20 | Advantage2 GA: 4,400+ qubits, Zephyr degree-20, 12.5 kW | D-Wave | Cfact |
| 2026-01-06 | "200 bias wires" for tens of thousands of qubits and couplers; parts made at NASA JPL | D-Wave | C[281] |
| 2026-01-23 | Flip-chip fluxonium + Φ-DAC: T1 ≈ 200 µs, T2* ≈ 20 µs at 10 mK, no added decoherence resolved | D-Wave | D[316] |
| 2026-03-10 | SFQ control co-integrated with qubits, 1Q > 99% (peak 99.9%) — gate, not flux, control | SEEQC | D[304]fact |
| 2026-03-16 | 14 nm cryo-CMOS flux-bias ASICs on 156-qubit Heron R2, 2Q error ≈ 2.3×10⁻³ (rival) | IBM | C[527]fact |
The annealer ratio is deployed; the gate-model result is one qubit, with coherence but no gate fidelity.
Manufacturing, materials & supply chain
The package bump-bonds a "high-coherence, minimal fabrication" qubit chip to a multilayer control chip across a ~7 µm gap D[316]. The supply chain is the exposure: key components were fabricated at NASA's Jet Propulsion Laboratory C[281] — a government laboratory, not a merchant foundry. D-Wave's 10-Ks state fabrication at "existing third-party foundries" with a second source demonstrated; EDGAR search returns nine "SkyWater" hits in its 2023–2026 filings G[492]. Export exposure is asymmetric and favours SFQ: ECCN 3A901.a controls CMOS ICs designed for ≤4.5 K — a design-intent test capturing a cryo-CMOS design file — while no ECCN names superconducting digital logic; only the finished machine can be caught, under 4A906, and only when its qubit count and C-NOT error fall in the same band, from 34–99 qubits at ≤ 10⁻⁴ to any error from 2,000 qubits G[301]fact.
Control, readout & I/O burden
The node breaks the one-wire-per-bias law: 200–300 bias wires serve several thousand annealer qubits and tens of thousands of couplers C[281], [316]. Annealer biases are set per program and structurally homogeneous, whereas a gate-model processor retunes per-qubit and per-coupler biases against a drifting calibration. Line count is not the only I/O: bump-bond count, readout and microwave drive are untouched. SFQ pulses are picosecond-scale, so updates are fast; settling time and neighbour disturbance are unpublished. At 10³ D-Wave already operates; at 10⁴ the ~200–300 lines is an annealer ratio, not a fluxonium one; at 10⁶ no path is described and bond density, not wire count, binds.
Role in the stack
This Control-layer node underlies the quantum-annealing architecture (D-Wave), is the alternate control of the dual-rail erasure architecture (D-Wave's gate-model line), and requires superconducting Nb/Al junction lithography and SFQ digital logic at the mixing-chamber stage — the DAC is an SFQ flux-storage loop, so the node hangs off SFQ digital control (ct_sfq) and gives that node its second carrier family; it shares cold-stage fabrication capacity. It replaces room-temperature control lines. The switching cost is a second die, flip-chip bond yield as a new failure mode, and loss of arbitrary waveform shaping on the biased node — bandwidth traded for wire count. Flux biases are quasi-static, so this node adds no term to derived clock = sum of the syndrome round: gate layers + transport + readout + reset; the annealing architecture runs no syndrome round in any case, its cadence being calibration, not circuit, and no figure is quotable. Its empty downstream fan-out understates the case: every superconducting roadmap above ~10³ qubits meets this wall.
Evidence — how the numbers were measured
T1 (relaxation) and T2 (Ramsey) were measured on the single Φ-DAC-controlled fluxonium against a conventional control-line baseline. The comparison has limited sensitivity: T2 ≈ 20 µs is already an order of magnitude below T1 ≈ 200 µs, so "no resolvable increase" bounds rather than measures the DAC's flux noise. Unpublished: any crosstalk matrix, bias drift across thermal cycles, or gate fidelity. The source is a company whitepaper, not peer-reviewed, and unreplicated. Value conflict: D-Wave says 200 bias wires (2026-01-06) C[281] and ~300 (2026-01-23) D[316]; the whitepaper's figure is tied to a described array.
The SkyWater–D-Wave foundry relationship rests on an EDGAR full-text hit count, not a quoted sentence. No ECCN names superconducting digital logic; whether an SFQ control die falls under a catch-all is untested. Not published: the Φ-DAC's settling time, and the scope, capacity or contract terms of JPL's role beyond "key components".
Actors & economics
Who.
| Organisation | Role | Country | What they do | Evidence |
|---|---|---|---|---|
| D-Wave | developer | CA | Originated Φ-DAC multiplexing; first fluxonium demo | D[316]C[281] |
| NASA JPL | supplier | US | Fabricated key components of the module | C[281] |
| SEEQC | developer | US | SFQ control chips; owns a multilayer superconductor foundry | D[304] |
| IBM | developer | US | Rival 14 nm cryo-CMOS flux-bias ASIC on Heron R2 | C[527] |
| US Dept of Commerce | regulator | US | $100 M CHIPS LOI to D-Wave; BIS sets 3A901.a and 4A906 | G[300], [301] |
Money.
2026-01-20 · D-Wave · M&A, Quantum Circuits Inc. · $550 M ($300 M stock + $250 M cash) · closed C[14]fact
2026-05-21 · D-Wave · CHIPS letter of intent · $100 M · US DoC, $2.013 B package · LOI G[300]fact
2026-05-26 · SEEQC · SPAC registration (Form S-4), Allegro Merger Corp. · $75 M offering + $65 M PIPE, ~$1 B EV · filed G[575]fact; merger terminated 2026-08-25 before closing fact
2026-08-06 · D-Wave · H1-2026 revenue $5.9 M (−67% YoY), cash $546.2 M · reported C[15]fact
Market & supply chain. The scarce input is multilayer niobium capacity: SkyWater as merchant option (quantum ATS revenue +30% YoY on FY2025 revenue $442.1 M G[576]), SEEQC's own Elmsford line, JPL as a government facility with no commercial throughput. No $/channel figure is disclosed. G7 pays most directly; G3/G4 only if the fluxonium route generalises.
IP & standards. No dated patent family specific to on-chip flux-DAC circuits was found; D-Wave's annealer control IP predates this window. SEEQC's SFQ portfolio descends from over $100 M of prior Hypres investment Pfact. No standards activity identified.
Roadmaps & track record. D-Wave gate model: 17 physical qubits (promised 2026-06-01 · for 2026 · reaffirmed 2026-08-06, undelivered as of 4 Sep 2026), then 49 (2027), 181 (2028), 100 logical (2032), Λ = 10 R[14]. Advantage2 GA (promised for 2025 · delivered 2025-05-20) is the clean delivery C[220]. Against that, H1-2026 revenue fell 67% C[15]: the pivot runs on cash, not the business. CFO John Markovich retired effective 2026-09-02; the 8-K of 2026-08-25 states the departure involved no disagreement with the company fact. SEEQC's SPAC merger was terminated on 2026-08-25; its separate S-1 IPO, filed 2026-06-29, had not priced by 30 Sep 2026 fact.
Strategic reading. Three answers compete for one I/O wall: on-chip SFQ Φ-DACs (D-Wave), 4 K cryo-CMOS DACs (IBM, HRL), and needing fewer lines at all — the Shenzhen unified XY+Z architecture drives both through one room-temperature channel per fluxonium at 99.99% 1Q fidelity on eight devices D[315]. That third route is the underrated threat: no cryogenic hardware, and it reports the gate metric the Φ-DAC work omits. If Φ-DACs generalise, D-Wave and Nb foundries gain and room-temperature rack vendors lose per-qubit channel revenue.
Outlook & open questions
Milestones (12–24 months): D-Wave publishes a multi-qubit Φ-DAC result with a crosstalk matrix and gate fidelity (confirm); the 17-qubit 2026 gate-model target ships (confirm); an outside group replicates the coherence result on a second device (confirm) — or the fluxonium line stays a single-device whitepaper through 2027 (demote). Best case 2029: Φ-DAC control of hundreds of independently tuned gate-model qubits, crosstalk below the gate-error budget, adopted outside D-Wave; worst case, proven only for a homogeneous annealer array while cryo-CMOS or line-reduction takes the gate-model market. Open: crosstalk and drift at scale; whether bump-bond density becomes the real wall. Watch: D-Wave's next fluxonium publication, SEEQC's IPO pricing, an SFQ-vs-cryo-CMOS comparison.
References
- [14] D-Wave Quantum Inc., “D-Wave Announces Agreement to Acquire Quantum Circuits Inc., Establishing World's Leading Quantum Computing Company,” Jan. 7, 2026. [Online]. Available: https://www.dwavequantum.com/
company/ Cnewsroom/ press-release/ d-wave-to-acquire-quantum-circuits-inc-establishing-world-s-leading-quantum-computing-company/ - [15] D-Wave Quantum Inc., “D-Wave Reports Second Quarter 2026 Results,” Aug. 6, 2026. [Online]. Available: https://www.dwavequantum.com/
company/ Cnewsroom/ press-release/ d-wave-reports-second-quarter-2026-results/ - [220] M. Swayne, “D-Wave Announces General Availability of Advantage2 Quantum Computer,” The Quantum Insider, May 20, 2025. [Online]. Available: https://thequantuminsider.com/
2025/ C05/ 20/ d-wave-announces-general-availability-of-advantage2-quantum-computer/ - [281] D-Wave, “D-Wave Demonstrates First Scalable, On-Chip Cryogenic Control of Gate-Model Qubits,” Jan. 6, 2026. [Online]. Available: https://www.dwavequantum.com/
company/ Cnewsroom/ press-release/ d-wave-demonstrates-first-scalable-on-chip-cryogenic-control-of-gate-model-qubits/ - [300] National Institute of Standards and Technology, “Department of Commerce Announces Letters of Intent With 9 Companies for $2 Billion to Accelerate U.S. Leadership in Quantum Computing,” NIST News, May 21, 2026. [Online]. Available: https://www.nist.gov/
news-events/ Gnews/ 2026/ 05/ department-commerce-announces-letters-intent-9-companies-2-billion - [301] US Department of Commerce, Bureau of Industry and Security, “Commerce Control List Additions and Revisions; Implementation of Controls on Advanced Technologies Consistent With Controls Implemented by International Partners,” Federal Register, vol. 89, p. 72926, Sep. 6, 2024. [Online]. Available: https://www.federalregister.gov/
documents/ G2024/ 09/ 06/ 2024-19633/ commerce-control-list-additions-and-revisions-implementation-of-controls-on-advanced-technologies - [304] C. Jordan et al., “A quantum computer controlled by superconducting digital electronics at millikelvin temperature,” Nat. Electron., vol. 9, no. 3, pp. 287–294, Mar. 2026, doi: 10.1038/s41928-026-01576-6. D
- [315] X. Pan et al., “Unified Flux Control Architecture for Fluxonium Qubits,” arXiv:2605.25948, May 2026. D
- [316] D-Wave Quantum Inc., “Digital control of a high-coherence fluxonium qubit,” D-Wave Quantum Inc., Jan. 2026. [Online]. Available: https://www.dwavequantum.com/
media/ D41upubz2/ 14-1090a-a_fluxonium-dac-control.pdf - [492] U.S. Securities and Exchange Commission, “EDGAR full-text search: ‘SkyWater’ in D-Wave Quantum Inc. 10-K filings,” SEC EDGAR Full-Text Search, Feb. 26, 2026. [Online]. Available: https://efts.sec.gov/
LATEST/ Gsearch-index?q=%22SkyWater%22&forms=10-K&ciks=0001907982 - [527] A. Noori et al., “A Cryo-CMOS Control System for Large-Scale Superconducting Qubit Quantum Computing: Part 2,” IBM Research, Mar. 16, 2026. [Online]. Available: https://research.ibm.com/
publications/ Ca-cryo-cmos-control-system-for-large-scale-superconducting-qubit-quantum-computing-part-2 - [550] S. Kawabata, “Integration and Resource Estimation of Cryoelectronics for Superconducting Fault-Tolerant Quantum Computers,” arXiv:2601.03922, Jan. 2026. S
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