Ab initio modelling of quantum dot qubits: Coupling, gate dynamics and robustness versus charge noise
- URL: http://arxiv.org/abs/2403.00191v2
- Date: Sun, 29 Jun 2025 17:20:02 GMT
- Title: Ab initio modelling of quantum dot qubits: Coupling, gate dynamics and robustness versus charge noise
- Authors: Hamza Jnane, Simon C Benjamin,
- Abstract summary: Commercial semiconductor foundries can create quantum processors (QPs) using the same processes employed for conventional chips.<n>To identify the most promising options for fabrication, one requires predictive modelling of interacting electrons in real geometries.<n>We explore a modelling method based on real-space grids, an ab initio approach without assumptions relating to device topology.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Electron spins in semiconductor devices are highly promising building blocks for quantum processors (QPs). Commercial semiconductor foundries can create QPs using the same processes employed for conventional chips, once the QP design is suitably specified. There is a vast accessible design space; to identify the most promising options for fabrication, one requires predictive modelling of interacting electrons in real geometries and complex non-ideal environments. In this work we explore a modelling method based on real-space grids, an ab initio approach without assumptions relating to device topology and therefore with wide applicability. Given an electrode geometry, we determine the exchange coupling between quantum dot qubits, and model the full evolution of a $\sqrt{\text{SWAP}}$ gate to predict qubit loss and infidelity rates for various voltage profiles. We determine full, 3D solutions and introduce a method which can obtain near-identical predictions using far more efficient 2D computations. Moreover we explore the impact of unwanted charge defects (static and dynamic) in the environment, and test robust pulse sequences. As an example we exhibit a sequence correcting both systematic errors and (unknown) charge defects, observing an order of magnitude boost in fidelity. The technique can thus identify the most promising device designs for fabrication, as well as bespoke control sequences for each such device.
Related papers
- Near-Term Spin-Qubit Architecture Design via Multipartite Maximally-Entangled States [1.589509357008938]
We introduce four metrics which ascertain the quality of genuine multipartite quantum entanglement, along with circuit-level fidelity measures.<n>We devise simulations which combine expected hardware characteristics of spin-qubit devices with appropriate compilation techniques.<n>We find that sparsely-connected spin-qubit lattices can approach comparable values of our metrics to those of the most highly-connected device architecture.
arXiv Detail & Related papers (2024-12-17T12:55:40Z) - Characterizing randomness in parameterized quantum circuits through expressibility and average entanglement [39.58317527488534]
Quantum Circuits (PQCs) are still not fully understood outside the scope of their principal application.
We analyse the generation of random states in PQCs under restrictions on the qubits connectivities.
We place a connection between how steep is the increase on the uniformity of the distribution of the generated states and the generation of entanglement.
arXiv Detail & Related papers (2024-05-03T17:32:55Z) - Scalable Parity Architecture With a Shuttling-Based Spin Qubit Processor [0.32985979395737786]
We present sequences of spin shuttling and quantum gates that implement the Parity Quantum Approximate Optimization Algorithm (QAOA)
We develop a detailed error model for a hardware-specific analysis of the Parity Architecture.
We find that with high-fidelity spin shuttling the performance of the spin qubits is competitive or even exceeds the results of the transmons.
arXiv Detail & Related papers (2024-03-14T17:06:50Z) - Nonadiabatic geometric quantum gates with on-demand trajectories [2.5539863252714636]
We propose a general protocol for constructing geometric quantum gates with on-demand trajectories.
Our scheme adopts reverse engineering of the target Hamiltonian using smooth pulses.
Because a particular geometric gate can be induced by various different trajectories, we can further optimize the gate performance.
arXiv Detail & Related papers (2024-01-20T06:57:36Z) - Variational waveguide QED simulators [58.720142291102135]
Waveguide QED simulators are made by quantum emitters interacting with one-dimensional photonic band-gap materials.
Here, we demonstrate how these interactions can be a resource to develop more efficient variational quantum algorithms.
arXiv Detail & Related papers (2023-02-03T18:55:08Z) - Modelling semiconductor spin qubits and their charge noise environment
for quantum gate fidelity estimation [0.9406493726662083]
The spin of an electron confined in semiconductor quantum dots is a promising candidate for quantum bit (qubit) implementations.
We present here a co-modelling framework for double quantum dot (DQD) devices and their charge noise environment.
We find an inverse correlation between quantum gate errors and quantum dot confinement.
arXiv Detail & Related papers (2022-10-10T10:12:54Z) - Robust nonadiabatic geometric quantum computation by dynamical
correction [0.0]
We propose a robust scheme for nonadiabatic geometric quantum computation (NGQC) combining with the dynamical correction technique.
We numerically show that our scheme can greatly improve the gate robustness in previous protocols.
Our scheme provides a promising alternation for the future scalable fault-tolerant quantum computation.
arXiv Detail & Related papers (2022-08-02T14:09:48Z) - Analytical and experimental study of center line miscalibrations in M\o
lmer-S\o rensen gates [51.93099889384597]
We study a systematic perturbative expansion in miscalibrated parameters of the Molmer-Sorensen entangling gate.
We compute the gate evolution operator which allows us to obtain relevant key properties.
We verify the predictions from our model by benchmarking them against measurements in a trapped-ion quantum processor.
arXiv Detail & Related papers (2021-12-10T10:56:16Z) - Bridging the reality gap in quantum devices with physics-aware machine
learning [0.0]
Disorder induced by the unpredictable distribution of material defects is one of the major contributions to the reality gap.
We bridge this gap using an approach combining a physical model, deep learning, Gaussian random field, and Bayesian inference.
This approach has enabled us to infer the disorder potential of a nanoscale electronic device from electron transport data.
arXiv Detail & Related papers (2021-11-22T15:45:01Z) - Realization of arbitrary doubly-controlled quantum phase gates [62.997667081978825]
We introduce a high-fidelity gate set inspired by a proposal for near-term quantum advantage in optimization problems.
By orchestrating coherent, multi-level control over three transmon qutrits, we synthesize a family of deterministic, continuous-angle quantum phase gates acting in the natural three-qubit computational basis.
arXiv Detail & Related papers (2021-08-03T17:49:09Z) - Circuit quantum electrodynamics (cQED) with modular quasi-lumped models [0.23624125155742057]
Method partitions a quantum device into compact lumped or quasi-distributed cells.
We experimentally validate the method on large-scale, state-of-the-art superconducting quantum processors.
arXiv Detail & Related papers (2021-03-18T16:03:37Z) - High-fidelity geometric quantum gates with short paths on
superconducting circuits [5.666193021459319]
We propose a scheme to realize nonadiabatic geometric quantum gates with short paths based on simple pulse control techniques.
Specifically, we illustrate the idea on a superconducting quantum circuit, which is one of the most promising platforms for realizing practical quantum computer.
arXiv Detail & Related papers (2021-02-06T10:13:05Z) - Fusion-based quantum computation [43.642915252379815]
Fusion-based quantum computing (FBQC) is a model of universal quantum computation in which entangling measurements, called fusions, are performed on qubits of small constant-sized entangled resource states.
We introduce a stabilizer formalism for analyzing fault tolerance and computation in these schemes.
This framework naturally captures the error structure that arises in certain physical systems for quantum computing, such as photonics.
arXiv Detail & Related papers (2021-01-22T20:00:22Z) - Preparation of excited states for nuclear dynamics on a quantum computer [117.44028458220427]
We study two different methods to prepare excited states on a quantum computer.
We benchmark these techniques on emulated and real quantum devices.
These findings show that quantum techniques designed to achieve good scaling on fault tolerant devices might also provide practical benefits on devices with limited connectivity and gate fidelity.
arXiv Detail & Related papers (2020-09-28T17:21:25Z) - Simulating nonnative cubic interactions on noisy quantum machines [65.38483184536494]
We show that quantum processors can be programmed to efficiently simulate dynamics that are not native to the hardware.
On noisy devices without error correction, we show that simulation results are significantly improved when the quantum program is compiled using modular gates.
arXiv Detail & Related papers (2020-04-15T05:16:24Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.