CNS nonlinear seminars
Spring 2007
2007-04-24Daniel Goldman Glass formation in a fluidized bed
We demonstrate that a fluidized bed of hard spheres during
defluidization displays properties associated with formation of a glass.
We observe that the volume fraction of the state achieved after
defluidization is rate dependent but close to the hard sphere glass
transition. As this state is approached, the bed exhibits dynamical
heterogeneity, regions of mobile and immobile particles that are
spatially and temporally correlated with increasing length and time
scales. Such heterogeneities are thought to play a critical role in the
formation of glasses. We propose that the loss of fluidization and the
arrest of macroscopic particle motion is the result of the formation of
a glass. Microscopic motion persists in the final state, but the bed can
be jammed by a small increase in flow rate. Thus a fluidized bed can
serve as a test system for studies of glass formation and jamming. Our
proposal that the hard sphere glass transition controls defluidization
could explain the results of Ohja, Menon and Durian [Phys. Rev. E.,
2000], who showed that the state of the system after defluidization is
independent of particle size and container aspect ratio.
Goldman-Swinney's PRL
2007-04-04Igor Belykh Synchronized bursting in synaptically coupled neuronal networks
We study the influence of coupling strength and network topology on
synchronization behavior in excitatory and inhibitory networks of
bursting neurons.
First, we prove that the stability of the completely synchronous state
in excitatory networks only depends on the number of signals each
neuron receives, independent from all other details of the network
topology. Through analysis and numerics, we show that the onset of synchrony
in a network with any coupling topology admitting complete
synchronization is ensured by one single condition (joint work with
Martin Hasler and Enno de Lange ).
Second, we analyze inhibitory networks of bursting neurons and discuss
surprising effects of synaptic inhibition.We give the conditions on the
individual neuron's properties under which weak common inhibition induces
burst synchronization in strongly desynchronizing networks
(joint work with Andrey Shilnikov).
2007-03-14Predrag Cvitanovic Chaotic Field Theory: a Sketch
Spatio-temporally chaotic dynamics of a classical field can be described
by means of an infinite hierarchy of its unstable spatio-temporally
periodic solutions. The periodic orbit theory yields the starting
semiclassical approximation to the quantum theory.
A new method for computing quantum corrections is proposed: a nonlinear
field transformation yields the perturbative corrections in a form more
compact than the Feynman diagram expansions.
weblink to the
overview paper
2007-03-12Predrag Cvitanovic Geometry of state space of a turbulent plane Couette flow.
In Skiles 255 at 4,30pm
We propose to use a hierarchy of exact unstable invariant solutions of the
Navier-Stokes equations -- corresponding to the recurrent coherent
structures observed in experiments -- to construct a description of the
spatio-temporally chaotic dynamics of turbulent fluid flows as a walk
through the space of such structures.
This description should allow us to obtain quantitative
predictions of transport properties of fluid flows such as bulk flow rate
and mean wall drag. (Joint work with J. F. Gibson, J. Halcrow, and F.
Waleffe)
2007-03-06William MatherGeneralized coherent states
The harmonic oscillator coherent states have several useful properties,
including a means to explore and make use of the classical correspondence
between quantum eigenstates and (ensembles of) classical trajectories.
There has long been an interest in the generalization of these coherent
states to
other systems, but most such attempts have met with limited success. This
talk
outlines several difficulties inherent in the construction of generalized
coherent states and proposes one solution to this problem, with particular
emphasis on the coherent states of the hydrogen atom. A brief review of
general classical correspondence, including Husimi-Wigner distributions,
will also be provided.
Coherent-state analysis of the
quantum bouncing ball Universal turning-point
behavior for Gaussian-Klauder states and an application for maximally eccentric Rydberg
atoms
2007-02-26Shu HuangManipulating multiphoton ionization using bichromatic pulses
The multiphoton ionization of hydrogen Rydberg atoms in strong
microwave fields is a seemingly simple system with complex
dynamics. Here we investigate ionization with bichromatic pulses using
methodology of chaos.
1.Reducing multiphoton ionization by local control:
We present a control procedure to reduce the stochastic ionization
of hydrogen atom in a strong microwave field by adding to the
original Hamiltonian a comparatively small control term which
might consist of an additional set of microwave fields. This
modification restores select invariant tori in the dynamics and
prevents ionization. We demonstrate the procedure on the
one-dimensional model of microwave ionization.
2.How periodic orbit bifurcations drive multiphoton ionization:
The multiphoton ionization of hydrogen by a strong bichromatic microwave
field is a complex process prototypical for atomic control research. Periodic
orbit analysis captures this complexity: Through the stability of periodic
orbits we can match qualitatively the variation of experimental ionization
rates with a control parameter, the relative phase between the two modes of the
field. Moreover, an empirical formula reproduces quantum simulations to a high
degree of accuracy. This quantitative agreement shows how short periodic orbits
organize the dynamics in multiphoton ionization.
2007-02-22Dmitri VainchteinResonance phenomena: A tool for mixing, a tool for control.
In the first part of the talk I consider mixing via chaotic advection in
microdroplets suspended at the
free surface of a liquid substrate and driven along a straight line
using the
thermocapillary effect. I show that the mixing properties of the flow
inside the droplet can vary dramatically as a function of the physical
properties of the fluids and the imposed temperature profile. Proper
characterization of the mixing quality requires introduction of two
different
metrics. The first metric determines the relative volumes of the domain of
chaotic streamlines and the domain of regular streamlines. The second
metric
describes the time for homogenization inside the chaotic domain.
In the second part of the talk I discuss a method to use capture into
resonance to control the
behavior of a certain class of dynamical systems. While resonance
interaction can change invariants of the unperturbed system (e.g.
energy), it is random in nature,
and, consequently, is rather inefficient as a mechanism of regular
transport. I discuss a method
to structure the resonance interaction with little additional cost. As a
model problem I consider dynamics of a charged
particle in an electromagnetic field.
2007-02-12Andrey ShilnikovHomoclinic chaos on routes into bursting in slow-fast models of neurons. In Skiles 255.
Bursting is a manifestation of the complex, multiple time scale dynamics
observed in diverse neuronal models. A description list of the nonlocal
bifurcations leading to its onset is far from being complete and
presents a dare need for cross-disciplinary neuroscience and the
dynamical systems theory.There has been a recent breakthrough in this
direction that explains a few novel mechanisms of transitions between
tonic spiking and bursting activity, as well as their co-existence in
models of leech interneurons through homoclinic saddle-node bifurcations
of periodic orbits including a blue sky catastrophe. We will discuss the
bifurcation theory that underlies theses transitions, as well as one on
a spike adding route: as a parameter shifting the membrane potential of
half-inactivation slow potassium current is monotonically changed, a
sequence of bifurcations occurs causing incremental change of the number
of spikes in a burst. Of our special interest is the origin of the
sequence, where each transition is accompanied by chaos. To figure out
the transition dynamics we construct a one-parameter family of the onto
Poincare return mappings on the central manifolds of slow motions. We
show that the transitions in question are due to the bifurcations of
homoclinics of a repelling point of the map setting a threshold between
tonic spiking and hyperpolarized states of the neuron model.
2007-02-06
John
Gibson
Dynamical systems analysis of plane Couette flow. In collaboration
with Predrag Cvitanovic, Jonathan Halcrow, and Fabian Waleffe (U. Wisconsin).
To connect turbulence and dynamical systems theory, we must bridge a gap of
dimensionality between the infinite-dimensional Navier-Stokes equations and
the finite-dimensional manifolds on which their asymptotic dynamics are
conjectured to lie. In this talk, we outline an approach for turbulence in
low-Reynolds plane Couette flow. The PDE is transformed to an ODE in
$\mathfrak{R}^N$ using an orthonormal basis set that incorporates the
boundary and divergence constraints. The ODE fully resolves the flow at
$N=10^5$. Fixed points and periodic orbits of the ODE and their linear
stability are calculated efficiently with Krylov subspace methods. The few
unstable modes provide local low-dimensional coordinate systems in which
to view phase portraits, locate new invariant sets, and partition state space.
2007-01-30Domenico LippolisPhase-space resolution in stochastic chaos
All physical systems are affected by some level of noise that limits the
resolution that can be attained in partitioning their phase space. For
chaotic, locally everywhere hyperbolic flows, such resolution depends on
the balance between the contraction of regions in the stable directions
and the smearing effect of noise. We determine the finest possible
partition of the phase space for a given hyperbolic dynamical system
affected by a given weak additive white noise. That is achieved by
computing the local eigenfunctions of the Fokker-Planck evolution operator
in linearized neighborhoods of periodic orbits of the corresponding
deterministic system. The method is tested on a Lozi map, but applies in
principle to both continuous- and discrete-time dynamical systems in
arbitrary dimension.
Notes for this talk