Optimal control theory techniques for nitrogen vacancy ensembles in single crystal diamond
At a Glance
Section titled âAt a Glanceâ| Metadata | Details |
|---|---|
| Publication Date | 2023-09-27 |
| Journal | Quantum Information Processing |
| Authors | Madelaine S. Z. Liddy, Troy W. Borneman, Peter Sprenger, David G. Cory |
| Institutions | University of Waterloo |
| Citations | 1 |
| Analysis | Full AI Review Included |
Technical Documentation & Analysis: Optimal Control for NV Ensembles
Section titled âTechnical Documentation & Analysis: Optimal Control for NV EnsemblesâExecutive Summary
Section titled âExecutive SummaryâThis research successfully demonstrates the application of Optimal Control Theory (OCT) to achieve orientation-selective and transition-selective control of Nitrogen Vacancy (NV) center ensembles in single crystal diamond (SCD) without an applied static magnetic field.
- Core Achievement: Arbitrary simultaneous control over all four Principal Axis Systems (P.A.S.) of NV ensembles was achieved using circularly polarized microwaves generated by dual microstrip resonators.
- Application Focus: The techniques are critical for realizing high-sensitivity NV-based quantum sensing devices, particularly for vector magnetometry and collective control applications.
- Material Limitation Identified: The use of a thick 500 ”m SCD substrate resulted in the NV focal volume being far (70 ”m) from the microstrips, limiting the Rabi drive strength (max 2.64 MHz).
- Performance Impact: The limited Rabi drive necessitated long pulse lengths (up to 32 ”s), increasing the vulnerability of the quantum operation to decoherence effects, RF inhomogeneities, and hyperfine splittings.
- Path to Improvement: The authors explicitly recommend using thinner SCD substrates (< 300 ”m) to increase the Rabi drive strength, shorten pulse times, and improve pulse robustness.
- 6CCVD Value Proposition: 6CCVD specializes in providing custom, ultra-thin, high-purity SCD substrates and integrated metalization solutions required to overcome these specific hardware limitations and scale the research.
Technical Specifications
Section titled âTechnical SpecificationsâThe following parameters were extracted from the experimental setup and results:
| Parameter | Value | Unit | Context |
|---|---|---|---|
| Diamond Crystal Orientation (Used) | (100) | N/A | Chosen for symmetry and collective control demonstration. |
| Diamond Thickness (Used) | 500 | ”m | DNV-B1 sample used in experiments. |
| Diamond Thickness (Recommended) | < 300 | ”m | Recommended by authors to increase Rabi drive strength. |
| Zero Field Splitting (ZFS, Delta) | $\approx 2.87$ | GHz | Quantization frequency of the NV$^-$ center. |
| Central Control Frequency ($\omega_{\tau}$) | 2.87 | GHz | Frequency provided by the synthesizer. |
| High-Frequency Sub-Ensemble Rabi Drive ($\Omega_{NVA}$) | 2.64 | MHz | Measured Rabi frequency for sub-ensemble A. |
| Low-Frequency Sub-Ensemble Rabi Drive ($\Omega_{NVB}$) | 1.03 | MHz | Measured Rabi frequency for sub-ensemble B. |
| Short Pulse Length (Identity/Selective $\pi$) | 10 | ”s | Achieved in 250 steps of 40 ns. |
| Long Pulse Length (Complete Selective $\pi^+$ map) | 32 | ”s | Required for full map under experimental conditions (800 steps). |
| Experimental Field Orthogonality ($\eta$) | 115 | ° | Measured phase value (Ideal is 90°). |
| Microstrip Width | 127 | ”m | Planar microstrip resonator dimension. |
| Microstrip Thickness | 17.5 | ”m | Planar microstrip resonator dimension. |
| Focal Volume Distance from Microstrips | $\approx 70$ | ”m | Result of 160 ”m working distance objective on 300 ”m diamond. |
| Estimated NV Centers in Focal Volume | $\approx 16,000$ | N/A | Contained within 0.59 ”m diameter beam spot. |
Key Methodologies
Section titled âKey MethodologiesâThe experimental control relied on a highly integrated optical and RF system utilizing dual-channel control and advanced pulse shaping.
- Material Selection: A 500 ”m-thick DNV-B1 (100) single crystal diamond was used, containing an estimated 16,000 NV centers.
- Optical Setup: NVs were excited using off-resonant green light (532 nm) and red light emission was collected via an Avalanche Photo-Diode (APD). A Half Wave Plate (HWP) was rotated to equalize fluorescence across all NV orientations (optimal value found at 42°).
- Microwave Generation: Dual parallel microstrip resonators were fabricated (150 ”m spacing, 127 ”m width, 17.5 ”m height) on a PCB to create independently controllable microwave fields.
- RF Control System: A frequency synthesizer provided the 2.87 GHz central frequency, which was split into two channels. Each channel used an IQ mixer to combine the central frequency with amplitude and phase control envelopes generated by a four-channel Arbitrary Waveform Generator (AWG).
- Hamiltonian Modeling: A phenomenological control Hamiltonian was used, incorporating experimentally measured parameters: Rabi drive strength ($\Omega_{NVA/B}$) and field orthogonality ($\eta$).
- Optimal Control Theory (OCT): The Gradient Ascent Pulse Engineering (GRAPE) algorithm was used to optimize amplitude-only controls ($\Omega_{1/2}$) to achieve target state-to-state transfers (identity and selective $\pi$ operations) with a target fidelity of 0.99.
6CCVD Solutions & Capabilities
Section titled â6CCVD Solutions & CapabilitiesâThe research highlights a critical need for optimized diamond substrates and integrated RF components to advance NV quantum sensing. 6CCVD is uniquely positioned to supply the next generation of materials required for robust, high-fidelity OCT pulse implementation.
Applicable Materials for Replication and Extension
Section titled âApplicable Materials for Replication and Extensionâ| Research Requirement | 6CCVD Solution | Technical Specification | Sales Advantage |
|---|---|---|---|
| Thinner Substrates | Optical Grade SCD | Thickness: 0.1 ”m to 300 ”m (or custom up to 10 mm). | Directly addresses the need for < 300 ”m diamond to increase Rabi drive strength and shorten pulse times. |
| Crystal Orientation | Custom SCD Substrates | Orientation: (100) or (110) available. | Enables replication of the (100) experiments or extension to the four non-degenerate P.A.S. control demonstrated in the (110) simulation. |
| High Purity/Low Strain | High-Quality MPCVD SCD | Polishing: Ra < 1 nm (essential for minimizing crystal strain $E(S_x^2 - S_y^2)$). | Low strain is critical for simplifying the NV Hamiltonian and achieving high-fidelity quantum control in zero magnetic field. |
Customization Potential for Integrated Devices
Section titled âCustomization Potential for Integrated DevicesâThe authorsâ use of microstrip resonators on a PCB necessitates precise material integration, a core strength of 6CCVD:
- Custom Dimensions: While the paper used a 4 x 4 mm sample, 6CCVD offers SCD and PCD plates/wafers in custom sizes, enabling scaling of the NV ensemble area for larger, high-throughput quantum sensors.
- Integrated Metalization: The microstrip design requires high-quality conductive layers. 6CCVD offers in-house metalization services (Au, Pt, Pd, Ti, W, Cu) directly applied to the diamond substrate. This capability allows researchers to integrate RF structures directly onto the diamond surface, minimizing interface losses and maximizing field uniformity.
- Precision Fabrication: 6CCVD provides laser cutting and shaping services to match the exact geometry required for complex RF structures (like the 127 ”m wide microstrips) or for integration into existing cryogenic or vacuum systems.
Engineering Support
Section titled âEngineering Supportâ6CCVDâs in-house team of PhD material scientists and quantum engineers can provide authoritative support to researchers seeking to replicate or extend this work:
- Material Selection Consultation: Assistance in selecting the optimal SCD thickness and nitrogen concentration (DNV equivalent) to balance signal-to-noise ratio (ensemble size) with Rabi drive strength (proximity to microstrips).
- Geometry Optimization: Support in designing diamond-based RF structures, leveraging our expertise in thin-film metalization and high-precision polishing (Ra < 1 nm) to ensure high-Q resonators and optimal field orthogonality ($\eta \rightarrow 90^\circ$).
- Global Logistics: We offer global shipping (DDU default, DDP available) to ensure rapid delivery of custom quantum-grade diamond materials worldwide, accelerating research timelines.
For custom specifications or material consultation, visit 6ccvd.com or contact our engineering team directly.
View Original Abstract
Abstract Nitrogen vacancy centre ensembles are excellent candidates for quantum sensors due to their vector magnetometry capabilities, deployability at room temperature and simple optical initialization and readout. This work describes the engineering and characterization methods required to control all four principle axis systems (P.A.S.) of NV ensembles in a single crystal diamond without an applied static magnetic field. Circularly polarized microwaves enable arbitrary simultaneous control with spin-locking experiments and collective control using optimal control theory (OCT) in a (100) diamond. These techniques may be further improved and integrated to realize high-sensitivity NV-based quantum sensing devices using all four P.A.S. systems.