Michael Keyl’s research while affiliated with Freie Universität Berlin and other places

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Publications (54)


Quantum control in infinite dimensions and Banach-Lie algebras
  • Conference Paper

December 2019

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15 Reads

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3 Citations

Michael Keyl

Reachability in Infinite-Dimensional Unital Open Quantum Systems with Switchable GKS–Lindblad Generators

September 2019

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32 Reads

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7 Citations

Open Systems & Information Dynamics

In quantum systems theory one of the fundamental problems boils down to: given an initial state, which final states can be reached by the dynamic system in question. Here we consider infinite-dimensional open quantum dynamical systems following a unital Kossakowski–Lindblad master equation extended by controls. More precisely, their time evolution shall be governed by an inevitable potentially unbounded Hamiltonian drift term H 0 , finitely many bounded control Hamiltonians H j allowing for (at least) piecewise constant control amplitudes [Formula: see text] plus a bang-bang (i.e., on-off) switchable noise term Г V in Kossakowski–Lindblad form. Generalizing standard majorization results from finite to infinite dimensions, we show that such bilinear quantum control systems allow to approximately reach any target state majorized by the initial one as up to now it only has been known in finite dimensional analogues. The proof of the result is currently limited to the bounded control Hamiltonians H j and for noise terms Г V with compact normal V.


Overview of the hybrid optomechanical system analyzed. (a) We consider the interaction of a mechanical resonator (represented by its annihilation operator b ˆ ) with a cavity field (represented by its annihilation operator a ˆ ), which is at the same time coupled to an atom (represented by its lowering operator σ ˆ − ). Possible physical implementations of this conceptual model can be realized in (b) an electromechanical circuit QED architecture (see [41, 42]) or (c) in an optomechanical cavity which simultaneously traps an atom.
Result of the Fock state 1 optimization using Set 1 parameters. We can see that the states 2 and 3 are only slightly excited due to the penalty functional applied during the optimization. (a) oscillator population, (b) cavity population, (c) Wigner function of the oscillator at the end of the sequence, (d) optimized control sequence.
Result of the Fock state 1 optimization using Set 2 parameters. Note that the states 2 and 3 are only slightly excited due to the penalty functional applied during the optimization. (a) Oscillator population, (b) cavity population, (c) Wigner function of the oscillator at the end of the sequence, (d) optimized control sequence.
Set 1, excitation transfer using optimized π pulses. (a) Oscillator population, (b) cavity population, (c) Wigner function of the oscillator at the end of the sequence, (d) optimized control sequence.
Set 2, excitation transfer using optimized π pulses. (a) Oscillator population, (b) cavity population, (c) Wigner function of the oscillator at the end of the sequence, (d) optimized control sequence.

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Optimal control of hybrid optomechanical systems for generating non-classical states of mechanical motion
  • Article
  • Full-text available

May 2019

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121 Reads

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30 Citations

Cavity optomechanical systems are one of the leading experimental platforms for controlling mechanical motion in the quantum regime. We exemplify that the control over cavity optomechanical systems greatly increases by coupling the cavity also to a two-level system, thereby creating a hybrid optomechanical system. If the two-level system can be driven largely independently of the cavity, we show that the nonlinearity thus introduced enables us to steer the extended system to non-classical target states of the mechanical oscillator with Wigner functions exhibiting significant negative regions. We illustrate how to use optimal control techniques beyond the linear regime to drive the hybrid system from the near ground state into a Fock target state of the mechanical oscillator. We base our numerical optimization on realistic experimental parameters for exemplifying how optimal control enables the preparation of decidedly non-classical target states, where naive control schemes fail. Our results thus pave the way for applying the toolbox of optimal control in hybrid optomechanical systems for generating non-classical mechanical states.

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A Brief on Quantum Systems Theory and Control Engineering

April 2019

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114 Reads

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2 Citations

This chapter illustrates a unified frame of quantum systems theory in view of control engineering. In the chapter, controllability criteria is shifted from the well‐known Lie‐algebra rank condition to symmetry conditions that are easy to check yet rigorously rooted in the branching diagrams for simple subalgebras of Su(N). The chapter applies quantum systems theory for bilinear control systems of closed and open systems. It then shows how the emerging quantum systems theory links to many applications in quantum simulation and control without sacrificing mathematical rigor. The chapter points out how gradient flows form the missing link to numerical optimal control algorithms for explicit steerings (control amplitudes) for manipulating closed and open (Markovian and non‐Markovian) systems in finite dimensions. Finally, it gives an outlook on a Lie picture of systems and control theory in infinite dimensions and its application to Jaynes‐Cummings systems, for example, like atoms in a cavity.


Reachability in Infinite Dimensional Unital Open Quantum Systems with Switchable GKS-Lindblad Generators

February 2019

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41 Reads

In quantum systems theory one of the fundamental problems boils down to: given an initial state, which final states can be reached by the dynamic system in question. Here we consider infinite dimensional open quantum dynamical systems Σ\Sigma following a unital Kossakowski-Lindblad master equation extended by controls. They shall be governed by an inevitable drift Hamiltonian H0H_0 and allowing for (at least) piecewise constant control amplitudes uj(t)Ru_j(t)\in{\mathbb R} modulating the control Hamiltonians HjH_j plus a bang-bang (i.e.\ on-off) switchable noise term ΓV\mathbf{\Gamma}_V in the GKS-Lindblad form. Generalising standard majorisation results from finite to infinite dimensions, we show that such bilinear control systems Σ\Sigma allow to approximately {\em reach any target state majorised by the initial one} -- as up to now only has been known in finite dimensional analogues. The proof of the result is currently limited to Hamiltonians H0,HjH_0, H_j being bounded and GKS-Lindblad noise terms ΓV\mathbf{\Gamma}_V with compact V.


Quantum control in infinite dimensions and Banach-Lie algebras: Pure point spectrum

December 2018

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24 Reads

In finite dimensions, controllability of bilinear quantum control systems can be decided quite easily in terms of the "Lie algebra rank condition" (LARC), such that only the systems Lie algebra has to be determined from a set of generators. In this paper we study how this idea can be lifted to infinite dimensions. To this end we look at control systems on an infinite dimensional Hilbert space which are given by an unbounded drift Hamiltonian and bounded control Hamiltonians. The drift is assumed to have empty continuous spectrum. We use recurrence methods and the theory of Abelian von Neumann algebras to develop a scheme, which allows us to use an approximate version of LARC, in order to check approximate controllability of the control system in question. Its power is demonstrated by looking at some examples. We recover in particular previous genericity results with a much easier proof. Finally several possible generalizations are outlined.


Figure 1. Overview of the hybrid optomechanical system analyzed. (a) We consider the interaction of a mechanical resonator (represented by its annihilation operatorˆboperatorˆoperatorˆb) with a cavity field (represented by its annihilation operatorâoperatorˆoperatorâ), which is at the same time coupled to an atom (represented by its lowering operatorˆσoperatorˆ operatorˆσ−). Possible physical implementations of this conceptual model can be realized in (b) an electromechanical circuit QED architecture (see Ref. [41, 42]) or (c) in an optomechanical cavity which simultaneously traps an atom.
Optimal Control of Hybrid Optomechanical Systems for Generating Non-Classical States of Mechanical Motion

December 2018

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73 Reads

Cavity optomechanical systems are one of the leading experimental platforms for controlling mechanical motion in the quantum regime. We exemplify that the control over cavity optomechanical systems greatly increases by coupling the cavity additionally to a two-level system, thereby creating a hybrid optomechanical system. If the two-level system can be driven largely independently of the cavity, we show that the non-linearity thus introduced enables us to steer the extended system to non-classical target states of the mechanical oscillator with Wigner functions exhibiting significant negative regions. We illustrate how to use optimal control techniques beyond the linear regime to drive the hybrid system from the near ground state into a Fock target state of the mechanical oscillator. We base our numerical optimization on realistic experimental parameters for illustrating how optimal control enables the preparation of decidedly non-classical target states, where naive control fails. Our results pave the way for applying the toolbox of optimal control in hybrid optomechanical systems for generating non-classical mechanical states.


Controllability of the Jaynes-Cummings-Hubbard model

November 2018

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40 Reads

In quantum control theory, the fundamental issue of controllability covers the questions whether and under which conditions a system can be steered from one pure state into another by suitably tuned time evolution operators. Even though Lie theoretic methods to analyze these aspects are well-established for finite dimensional systems, they fail to apply to those with an infinite number of levels. The Jaynes-Cummings-Hubbard model - describing two-level systems in coupled cavities - is such an infinite dimensional system. In this contribution we study its controllability. In the two cavity case we exploit symmetry arguments; we show that one part of the control Hamiltonians can be studied in terms of infinite dimensional block diagonal Lie algebras while the other part breaks this symmetry to achieve controllability. An induction on the number of cavities extends this result to the general case. Individual control of the qubit and collective control of the hopping between cavities is sufficient for both pure state and strong operator controllability. We additionally establish new criteria for the controllability of infinite dimensional quantum systems admitting symmetries.


Controlling a d-level atom in a cavity

December 2017

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19 Reads

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3 Citations

In this paper we study controllability of a d-level atom interacting with the electromagnetic field in a cavity. The system is modelled by an ordered graph Γ\Gamma. The vertices of Γ\Gamma describe the energy levels and the edges allowed transitions. To each edge of Γ\Gamma we associate a harmonic oscillator representing one mode of the electromagnetic field. The dynamics of the system (drift) is given by a natural generalization of the Jaynes-Cummings Hamiltonian. If we add in addition sufficient control over the atom, the overall system (atom and em-field) becomes strongly controllable, i.e. each unitary on the system Hilbert space can be approximated with arbitrary precision in the strong topology by control unitaries. A key role in the proof is played by a topological *-algebra which is (roughly speaking) a representation of the path algebra of Γ\Gamma. It contains crucial structural information about the control problem, and is therefore an important tool for the implementation of control tasks like preparing a particular state from the ground state. This is demonstrated by a detailed discussion of different versions of three-level systems.


Channels and Maps

April 2016

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23 Reads

To “process” the quantum information of a typical quantum system, one has to perform many different processing steps such as free time evolution, controlled time evolution, preparations and measurements. This chapter aims at providing a unified framework for describing all these different operations. The basic idea is to interpret each processing step as a channel, which transforms the system's initial state into the output state the system attains, after completion of the processing. Each channel can be described by a positive and trace‐preserving linear map. The chapter also provides some typical examples of channels. It then discusses a relation between completely positive (cp) maps and states of bipartite systems first discovered by M. D. Choi and A. Jamiolkowski, which is very useful in establishing several fundamental properties of cp‐maps. The Stinespring dilation theorem is the central structure theorem about cp‐maps.


Citations (38)


... The loss of compactness mentioned in Sect. 2.2.2 already occurs in closed infinite dimensional systems [203,204,326,600]. As a result, if the underlying Hilbert space is infinite dimensional, one can only expect approximate controllability. ...

Reference:

Quantum optimal control in quantum technologies. Strategic report on current status, visions and goals for research in Europe
Quantum control in infinite dimensions and Banach-Lie algebras
  • Citing Conference Paper
  • December 2019

... The loss of compactness mentioned in Sect. 2.2.2 already occurs in closed infinite dimensional systems [203,204,326,600]. As a result, if the underlying Hilbert space is infinite dimensional, one can only expect approximate controllability. ...

Reachability in Infinite-Dimensional Unital Open Quantum Systems with Switchable GKS–Lindblad Generators
  • Citing Article
  • September 2019

Open Systems & Information Dynamics

... We emphasize that our approach is independent of a specific experimental setup and can therefore be applied to various (spatially or temporally) field-tunable phenomena on different quantum platforms. Our estimation method for distortions is particularly effective in combination with methods from quantum optimal control [16][17][18][19][20] and it yields optimized pulses for highly efficient gates while accounting for estimated distortions. To this end, we provide an analytical expression for estimating the Jacobian of the transfer function for quadratic distortions, which can be further generalized to higher orders. ...

A Brief on Quantum Systems Theory and Control Engineering
  • Citing Chapter
  • April 2019

... Therefore, in this work we ask if this anharmonicity can be harnessed for new physics, and how the predictions of cavity optomechanics hold up in a system with a strong mechanical nonlinearity: Can the anharmonic mechanical potential open up a pathway towards vibrational quantum nonlinearity [31][32][33][34][35], and allow us to engineer nonclassical mechanical states of vibrations [36][37][38]? And can the state-of-the-art experiments induce coherent mechanical lasing [39][40][41] in the presence of the mechanical nonlinearity? ...

Optimal control of hybrid optomechanical systems for generating non-classical states of mechanical motion

... From a different perspective, [77] relies on spectrum estimation techniques [78,79] and the Empirical Young Diagram algorithm [80,81] to prove that O(rd/ε) copies suffice to obtain an estimateρ that satisfies ρ − ρ 2 F ≤ ε; however, to the best of our knowledge, there is no concrete implementation of this technique to compare with respect to scalability. ...

Estimating the spectrum of a density operator
  • Citing Chapter
  • January 2005

... Making use of the parallel treatment of angular momentum in quantum mechanics, [2] it is not difficult to obtain the following unitary representation of H in the common eigenvectors | ˜ j ˜ m of the elements {C, J 3 }, with˜jwith˜with˜j and˜mand˜ and˜m labelling the eigenvalues of C and J 3 , respectively, [13, 20] ˜ ...

TRENDS IN QUANTUM MECHANICS
  • Citing Conference Paper
  • January 2000

... We will need to make use of the fact that the Wigner function of inputs to a quantum teleportation are Schwartz functions. A theory of these density operators, Schwartz density operators, was developed in [KKW16], but since all reasonable physical states are included in this set [BG89], we will simply refer to them as physical states. The set of all quantum operations T(H) → T(H) can be given several different topologies. ...

Schwartz operators
  • Citing Article
  • March 2015

Reviews in Mathematical Physics

... The special case where Alice and Bob each has a preference over the outcome is called weak coin flipping (WCF). Previous results have shown that (unconditionally secure) WCF is impossible even in a quantum universe [2,3], but weak coin flipping with bias , where the only cheating party can bias the outcome toward his/her preference with probability at most 1/2 + , can be achieved with at least messages (rounds of communication) whose number goes like log log(1/ ) [4]. With that being said, the corresponding optimal protocol with arbitrarily small bias ( → 0) was invented by Mochon in 2007 [5], while many other protocols with 0 < < 1/2 had been proposed before this conclusive result [3,4,6,7]. ...

AN INTRODUCTION TO QUANTUM COIN TOSSING
  • Citing Article
  • January 2012

Fluctuation and Noise Letters

... When the Hilbert space is finite-dimensional, controllability is well-understood in terms of Lie-algebraic conditions [8], [9]. When the dimension is infinite, the question of the controllability of such quantum bilinear control systems raised much interest in the last two decades, and has been attacked with various techniques (see, e.g., [10], [11] for fixed point techniques, [12], [13] for Lyapunov techniques or [14]- [16] for the geometric techniques similar to our approach in this work). 1) Obstruction to (simultaneous) controllability: An obvious obstruction to the controllability of system (3) is the stability of strict closed Hilbert subspaces by H 0 and H 1 . ...

Controlling Several Atoms in a Cavity