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Proceedings of the National Academy of Sciences

Quantum scrambling across an energy barrier

Peter Guy Wolynes, Martin Gruebele

Published Dec 18, 2023• 2 citations
Publisher

Abstract

Unless you are a trained juggler, it is very hard to balance a sharpened pencil on its tip.We expect it will fall, at some time, in some unpredictable direction.In contrast, in the ammonia maser, a simple molecule can be poised in a state between its isoenergetic inversion isomers, and ammonia will predictably oscillate between the two isomers.Indeed, the oscillation is so predictable that it revolutionized precision timekeeping (1).The lesson is that while classical motions can be very sensitive to perturbations, quantum motions can be remarkably stable and insensitive to perturbation (Fig. 1A).In this issue of PNAS, Sadhasivam, Meuser, Reichman, and Althorpe show that a limit to quantum sensitivity previously proposed for black hole dynamics holds for a molecular barrier model as well (2).In the 19th century, the sensitivity of classical motion to perturbation became an intellectual starting point for statistical mechanics.Aleksandr Lyapunov suggested a way to quantify this sensitivity through the eponymous Lyapunov exponent λ L , which measures how rapidly slightly perturbed systems will diverge from each other.In a dilute gas, the Lyapunov exponent is inversely related to the mean free time between collisions.Since the world is quantum mechanical beneath its classical surface, how can we reconcile classical sensitivity with the clock-like behavior of quantum systems?One possibility is mere physical size, but quantum superposition has been observed in cold macroscopic objects.The key seems then to be not the physical size of a system, but rather some combination of the size of its accessible quantum state space (classically: phase space), its physical size, and how easy it is to hop from one part of the system's state space to another.For a sufficiently connected large state space, quantum motion becomes entangled or "scrambled" and a statistical and sensitive behavior emerges even from quantum mechanics.Classically there is no upper bound on the size of λ L because classical phase space has infinite room in it, so the proverbial "Butterfly Effect" of the weather changing at Columbia University depending on how a butterfly beats its wings over the Andaman Islands can be very efficient.In contrast, quantum chaos has turned out to be a subtle problem because the Schrödinger equation is a linear equation.Time evolution is just a linear superposition of eigenstates with different phases, and so it's all in the nature of those eigenstates-do they look "regular" or do they look scrambled?The puzzles of quantum scrambling have a history even older than modern quantum mechanics itself: in 1919, using Old Quantum Theory, Herzfeld proposed that bimolecular reactive collisions in gases could scramble atoms at a maximal rate of k B T/h (3), which would be slowed down only by a Boltzmann factor exp[-E † /k B T ], if an energy E † , the activation energy, was needed to rearrange the atoms.It was only in 1969 that out-of-time-order correlators, or OTOCs, were introduced by Larkin and Ovchinnikov to describe the

DOI
10.1073/pnas.2319705120

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By now the “chaos revolution” has reached nearly every branch of the natural sciences. In fact, chaos is everywhere. To name but a few examples, we talk about chaotic weather patterns, chaotic chemical reactions and the chaotic evolution of insect populations. Atomic and molecular physics are no exceptions. At first glance this is surprising since atoms and molecules are well described by the linear laws of quantum mechanics, while an essential ingredient of chaos is nonlinearity in the dynamic equations. Thus, chaos and atomic physics seem to have little to do with each other. But recently, atomic and molecular physicists have pushed the limits of their experiments to such high quantum numbers that it starts to make sense, in the spirit of Bohr's correspondence principle, to compare the results of atomic physics experiments with the predictions of classical mechanics, which, for the most part, show complexity and chaos. The most striking observation in recent years has been that quantum systems seem to “know” whether their classical counterparts display regular or chaotic motion. This fact can be understood intuitively on the basis of Feynman's version of quantum mechanics. In 1948 Feynman showed that quantum mechanics can be formulated on the basis of classical mechanics with the help of path integrals. Therefore it is expected that the quantum mechanics of an atom or molecule is profoundly influenced, but of course not completely determined, by the qualitative behaviour of its underlying classical mechanics.

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Unless you are a trained juggler, it is very hard to balance a sharpened pencil on its tip.We expect it will fall, at some time, in some unpredictable direction.In contrast, in the ammonia maser, a simple molecule can be poised in a state between its isoenergetic inversion isomers, and ammonia will predictably oscillate between the two isomers.Indeed, the oscillation is so predictable that it revolutionized precision timekeeping (1).The lesson is that while classical motions can be very sensitive to perturbations, quantum motions can be remarkably stable and insensitive to perturbation (Fig. 1A).In this issue of PNAS, Sadhasivam, Meuser, Reichman, and Althorpe show that a limit to quantum sensitivity previously proposed for black hole dynamics holds for a molecular barrier model as well (2).In the 19th century, the sensitivity of classical motion to perturbation became an intellectual starting point for statistical mechanics.Aleksandr Lyapunov suggested a way to quantify this sensitivity through the eponymous Lyapunov exponent λ L , which measures how rapidly slightly perturbed systems will diverge from each other.In a dilute gas, the Lyapunov exponent is inversely related to the mean free time between collisions.Since the world is quantum mechanical beneath its classical surface, how can we reconcile classical sensitivity with the clock-like behavior of quantum systems?One possibility is mere physical size, but quantum superposition has been observed in cold macroscopic objects.The key seems then to be not the physical size of a system, but rather some combination of the size of its accessible quantum state space (classically: phase space), its physical size, and how easy it is to hop from one part of the system's state space to another.For a sufficiently connected large state space, quantum motion becomes entangled or "scrambled" and a statistical and sensitive behavior emerges even from quantum mechanics.Classically there is no upper bound on the size of λ L because classical phase space has infinite room in it, so the proverbial "Butterfly Effect" of the weather changing at Columbia University depending on how a butterfly beats its wings over the Andaman Islands can be very efficient.In contrast, quantum chaos has turned out to be a subtle problem because the Schrödinger equation is a linear equation.Time evolution is just a linear superposition of eigenstates with different phases, and so it's all in the nature of those eigenstates-do they look "regular" or do they look scrambled?The puzzles of quantum scrambling have a history even older than modern quantum mechanics itself: in 1919, using Old Quantum Theory, Herzfeld proposed that bimolecular reactive collisions in gases could scramble atoms at a maximal rate of k B T/h (3), which would be slowed down only by a Boltzmann factor exp[-E † /k B T ], if an energy E † , the activation energy, was needed to rearrange the atoms.It was only in 1969 that out-of-time-order correlators, or OTOCs, were introduced by Larkin and Ovchinnikov to describe the
The ultimate regularity of quantum mechanics creates a tension with the assumption of classical chaos used in many of our pictures of chemical reaction dynamics. Out-of-time-order correlators (OTOCs) provide a quantum analog to the Lyapunov exponents that characterize classical chaotic motion. Maldacena, Shenker, and Stanford have suggested a fundamental quantum bound for the rate of information scrambling, which resembles a limit suggested by Herzfeld for chemical reaction rates. Here, we use OTOCs to study model reactions based on a double-well reaction coordinate coupled to anharmonic oscillators or to a continuum oscillator bath. Upon cooling, as one enters the tunneling regime where the reaction rate does not strongly depend on temperature, the quantum Lyapunov exponent can approach the scrambling bound and the effective reaction rate obtained from a population correlation function can approach the Herzfeld limit on reaction rates: Tunneling increases scrambling by expanding the state space available to the system. The coupling of a dissipative continuum bath to the reaction coordinate reduces the scrambling rate obtained from the early-time OTOC, thus making the scrambling bound harder to reach, in the same way that friction is known to lower the temperature at which thermally activated barrier crossing goes over to the low-temperature activationless tunneling regime. Thus, chemical reactions entering the tunneling regime can be information scramblers as powerful as the black holes to which the quantum Lyapunov exponent bound has usually been applied.
The question of how to quantize a system whose classical dynamics is chaotic has long been a puzzle. The hallmark of classical chaos is sensitive dependence on initial conditions: A small perturbation of the system changes its evolution in a way that grows exponentially with time. But in quantum mechanics a small perturbation of the initial state will in general be mapped into a small perturbation of the final state. In reeveral cent years the study of quantum systems whose underlying classical dynamics is chaotic has been an active area of research.
Out-of-time-order correlators (OTOCs) can be used to probe how quickly a quantum system scrambles information when the initial conditions of the dynamics are changed. In sufficiently large quantum systems, one can extract from the OTOC the quantum analog of the Lyapunov coefficient that describes the timescale on which a classical chaotic system becomes scrambled. OTOCs have been applied only to a very limited number of toy models, such as the Sachdev-Ye-Kitaev model connected with black hole information scrambling, but they could find much wider applicability for information scrambling in quantum systems that allow comparison with experiments. The vibrations of polyatomic molecules are known to undergo a transition from regular dynamics at low energy to facile energy flow at sufficiently high energy. Molecules therefore represent ideal quantum systems to study scrambling in many-body systems of moderate size (here 6 to 36 degrees of freedoms). By computing quantum OTOCs and their classical counterparts we quantify how information becomes ``scrambled'' quantum mechanically in molecular systems. Between early ``ballistic'' dynamics, and late ``saturation'' of the OTOC when the full density of states is explored, there is indeed a regime where a quantum Lyapunov coefficient can be defined for all molecules in this study. Comparison with experimental rate data shows that slow scrambling as measured by the OTOC can reach the timescale of molecular reaction dynamics. Even for the smallest molecules we discuss, the Maldacena bound remains satisfied by regularized OTOCs, but not by unregularized OTOCs, highlighting that the former are more useful for discussing information scrambling in this type of moderate-size quantum system.
Out-of-Time-Ordered Commutators (OTOCs), representing a key diagnostic for scrambling as a facet of short-time quantum chaos, have attracted wide-ranging interest, from many-body physics to quantum gravity. By means of a suitable form of the Wigner-Moyal expansion, and invoking ensemble equivalence in statistical physics, we provide a consistent approach to the growth rate of the OTOC for many-body systems with chaotic classical limit where both the classical Lyapunov exponent and the quantum nature of the density of states enter. Applying this construction to quantized high-dimensional hyperbolic motion, i.e., a quantum chaotic system that exhibits gravity-like correlation functions in the late-time regime, we compute the OTOC growth rate Λ as a function of the number of degrees of freedom, f, and inverse temperature, β. We show that the scaled growth rate, Λ/f, can be described by a universal function of fβ and displays a cross-over from classical to quantum behavior as we increase f and/or lower the temperature. In the deep quantum regime of infinite f, we find maximally fast scrambling in the sense of the Maldacena-Shenker-Stanford bound on chaos. This elucidates the non-perturbative mechanism underlying the saturation of the bound via quantum contributions to the mean density of states, and it provides further support for this dynamical system as a dual to two-dimensional quantum gravity. In this way, we present first evidence of maximally fast scrambling in a quantum chaotic system with a well-defined classical Hamiltonian limit, without invoking any external mechanism such as (disorder) averaging.
By now the “chaos revolution” has reached nearly every branch of the natural sciences. In fact, chaos is everywhere. To name but a few examples, we talk about chaotic weather patterns, chaotic chemical reactions and the chaotic evolution of insect populations. Atomic and molecular physics are no exceptions. At first glance this is surprising since atoms and molecules are well described by the linear laws of quantum mechanics, while an essential ingredient of chaos is nonlinearity in the dynamic equations. Thus, chaos and atomic physics seem to have little to do with each other. But recently, atomic and molecular physicists have pushed the limits of their experiments to such high quantum numbers that it starts to make sense, in the spirit of Bohr's correspondence principle, to compare the results of atomic physics experiments with the predictions of classical mechanics, which, for the most part, show complexity and chaos. The most striking observation in recent years has been that quantum systems seem to “know” whether their classical counterparts display regular or chaotic motion. This fact can be understood intuitively on the basis of Feynman's version of quantum mechanics. In 1948 Feynman showed that quantum mechanics can be formulated on the basis of classical mechanics with the help of path integrals. Therefore it is expected that the quantum mechanics of an atom or molecule is profoundly influenced, but of course not completely determined, by the qualitative behaviour of its underlying classical mechanics.