research
Atomic Qubits Get Differentiable Digital Twins
A software toolset joins automatic differentiation, optimal control and benchmarking for neutral-atom and trapped-ion gates.
Summary
A software toolset joins automatic differentiation, optimal control and benchmarking for neutral-atom and trapped-ion gates.
The authors model atomic quantum systems and optimize gate dynamics with gradients, demonstrating case studies on neutral atoms and trapped ions. The toolset targets calibration and characterization; reported fidelity improvements are simulation and optimization results, not a universal hardware guarantee.
Why it matters
A software toolset joins automatic differentiation, optimal control and benchmarking for neutral-atom and trapped-ion gates.
Limits and context
- The toolset targets calibration and characterization; reported fidelity improvements are simulation and optimization results, not a universal hardware guarantee.
Key claims
A software toolset joins automatic differentiation, optimal control and benchmarking for neutral-atom and trapped-ion gates.
Qualification: The toolset targets calibration and characterization; reported fidelity improvements are simulation and optimization results, not a universal hardware guarantee.
Evidence: source-2026-11-09-021
Sources
- arXiv preprint 2611.09779, original v1arXiv · primary research
Corrections
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