Topological phase transitions in a constrained two-qubit quantum control landscape
- URL: http://arxiv.org/abs/2411.08736v1
- Date: Wed, 13 Nov 2024 16:18:41 GMT
- Title: Topological phase transitions in a constrained two-qubit quantum control landscape
- Authors: Nicolò Beato, Pranay Patil, Marin Bukov,
- Abstract summary: In optimal quantum control, control landscape phase transitions (Cs) indicate sharp changes occurring in the set of optimal protocols.
We demonstrate the existence of a new class of CLPTs, associated with changes in the topological properties of the optimal level set in a two-qubit state-preparation problem.
- Score: 0.0
- License:
- Abstract: In optimal quantum control, control landscape phase transitions (CLPTs) indicate sharp changes occurring in the set of optimal protocols, as a physical model parameter is varied. Here, we demonstrate the existence of a new class of CLPTs, associated with changes in the topological properties of the optimal level set in a two-qubit state-preparation problem. In particular, the distance distribution of control protocols sampled through stochastic homotopic dynamics reveals discontinuous changes in the number of connected components in the optimal level set, as a function of the protocol duration. We demonstrate how topological CLPTs can be detected in modern-day experiments.
Related papers
- Towards a theory of phase transitions in quantum control landscapes [0.0]
Control landscape phase transitions occur as abrupt changes in the cost function landscape upon varying a control parameter.
We lay the foundations of an analytical theory for CLPTs by developing Dyson, Magnus, and cumulant expansions for the cost function.
Our work provides the first steps towards a systematic theory of CLPTs and paves the way for utilizing statistical field theory techniques for generic complex control landscapes.
arXiv Detail & Related papers (2024-08-20T18:08:49Z) - Quantum multiparameter estimation enhanced by a topological phase
transition [3.188072216541844]
In a quantum dynamics system, multiple to-be-estimated parameters are encoded by a unitary evolution.
As the parameters vary, the system may undergo a topological phase transition (TPT)
We propose the singular behavior of the quantum metric tensor around the TPT point as a tool for the simultaneous optimal estimation of multiple parameters.
arXiv Detail & Related papers (2024-02-11T02:52:39Z) - Finding, mapping and classifying optimal protocols for two-qubit
entangling gates [0.0]
We consider trapped neutral atoms excited to Rydberg states by different pulse sequences as an example of a flexible platform.
We characterize in detail the features of the solutions in parameter space, showing some correlations among the set of parameters.
arXiv Detail & Related papers (2023-04-27T16:48:22Z) - Real-space detection and manipulation of topological edge modes with
ultracold atoms [56.34005280792013]
We demonstrate an experimental protocol for realizing chiral edge modes in optical lattices.
We show how to efficiently prepare particles in these edge modes in three distinct Floquet topological regimes.
We study how edge modes emerge at the interface and how the group velocity of the particles is modified as the sharpness of the potential step is varied.
arXiv Detail & Related papers (2023-04-04T17:36:30Z) - Enhanced Sampling of Configuration and Path Space in a Generalized
Ensemble by Shooting Point Exchange [71.49868712710743]
We propose a new approach to simulate rare events caused by transitions between long-lived states.
The scheme substantially enhances the efficiency of the transition path sampling simulations.
It yields information on thermodynamics, kinetics and reaction coordinates of molecular processes without distorting their dynamics.
arXiv Detail & Related papers (2023-02-17T08:41:31Z) - Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency [105.17746223041954]
Reinforcement learning in partially observed Markov decision processes (POMDPs) faces two challenges.
It often takes the full history to predict the future, which induces a sample complexity that scales exponentially with the horizon.
We propose a reinforcement learning algorithm named Embed to Control (ETC), which learns the representation at two levels while optimizing the policy.
arXiv Detail & Related papers (2022-05-26T16:34:46Z) - Accessing the topological Mott insulator in cold atom quantum simulators
with realistic Rydberg dressing [58.720142291102135]
We investigate a realistic scenario for the quantum simulation of such systems using cold Rydberg-dressed atoms in optical lattices.
We perform a detailed analysis of the phase diagram at half- and incommensurate fillings, in the mean-field approximation.
We furthermore study the stability of the phases with respect to temperature within the mean-field approximation.
arXiv Detail & Related papers (2022-03-28T14:55:28Z) - Round-robin differential phase-time-shifting protocol for quantum key
distribution: theory and experiment [58.03659958248968]
Quantum key distribution (QKD) allows the establishment of common cryptographic keys among distant parties.
Recently, a QKD protocol that circumvents the need for monitoring signal disturbance, has been proposed and demonstrated in initial experiments.
We derive the security proofs of the round-robin differential phase-time-shifting protocol in the collective attack scenario.
Our results show that the RRDPTS protocol can achieve higher secret key rate in comparison with the RRDPS, in the condition of high quantum bit error rate.
arXiv Detail & Related papers (2021-03-15T15:20:09Z) - Probing the topological Anderson transition with quantum walks [48.7576911714538]
We consider one-dimensional quantum walks in optical linear networks with synthetically introduced disorder and tunable system parameters.
The option to directly monitor the walker's probability distribution makes this optical platform ideally suited for the experimental observation of the unique signatures of the one-dimensional topological Anderson transition.
arXiv Detail & Related papers (2021-02-01T21:19:15Z) - Topological and geometric patterns in optimal bang-bang protocols for
variational quantum algorithms: application to the $XXZ$ model on the square
lattice [0.0]
We find optimal protocols for transformations between the ground states of the square-lattice XXZ model for finite systems sizes.
We identify the minimum time needed for reaching an acceptable error for different system sizes.
We find that protocols within one phase are indeed geometrically correlated.
arXiv Detail & Related papers (2020-12-10T06:45:25Z) - Trapped-ion Fock state preparation by potential deformation [0.0]
We propose protocols to prepare highly excited energy eigenstates of a trapped ion in a harmonic trap.
The protocols rely on smoothly deforming the trapping potential between single and double well configurations.
arXiv Detail & Related papers (2020-01-24T11:29:22Z)
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.