93rd Statistical Mechanics Conference
Abstracts of Long Talks
Larry Abbott, Brandeis University
"Spontaneous and Evoked Activity in Neural Networks"
Neural network modeling is often concerned with stimulus driven
responses, but most of the activity in the brain is internally
generated. I will discuss models of spontaneously generated activity
and the relationship between internally and externally generated
responses. In particular, I will address how evoked activity,
signaling events in the real world, propagates through and can be
distinguished from ongoing spontaneous activity.
__________________________________________________________________
Mark Alber, University of Notre Dame
"On Three-Dimensional Modeling of Myxobacteria Aggregation and
Morphogenesis"
Myxobacteria are a model system for studying cell-cell interaction and
organization preceeding differentiation. When starved, tens of
thousands of Myxobacteria cells change their motility, align, stream
and form aggregates, which then develop into fruiting bodies. While
cell aggregation has canonically been modeled as the result of
chemotaxis, growing evidence shows that Myxobacteria organization
depends on a contact-mediated cell signaling mechanism. In this talk
we will describe the first three-dimensional model of cell aggregation
in Myxobacteria based on a short-range cell-cell communication. We
will demonstrate that the same 3D discrete stochastic model simulates
for different values of parameters, all stages of myxobacteria
aggregation: the formation of a traffic jam, which then triggers
formation of an aggregation center culminating in a fruiting body
formation.
In the second half of the talk we will present a
computational model of the developmental phenomena.To illustrate
general approach, we will describe a simulation of the skeletal
pattern in a growing embryonic vertebrate limb.
_________________________________________________________________
D. Ceperley, University of Illinois Urbana-Champaign
"Can
Metallic Hydrogen be a Ground State Liquid?"
There has been a
suggestion by Ashcroft that hydrogen might melt at pressures high
enough to convert the molecules into atoms. If the melting temperature
was low enough, one could have a 2 component superconductor, that is
were both the electrons and protons could pair up. We use a recently
developed Quantum Monte Carlo method to investigate the melting
temperature of high density hydrogen and to assess how likely this
scenario is.
_________________________________________________________________
Lincoln Chayes, UCLA
"Ordering Due to Spin-Waves (AKA Order by Disorder)"
Certain spin-systems, including some deemed to be of
relevance to the question of orbital ordering in transition metal
compounds are (mathematically) studied. These systems have highly
degenerate ground states characterized by a continuous symmetry.
Notwithstanding their infrared behavior, spin-wave excitations are
shown to stabilize certain states ("order due to disorder") and
multiple phases are established.
_________________________________________________________________
Phillipe Choquard, Institute of Theoretical Physics, EPFL
"On a class of exactly integrable radial solutions of the continuity
and Euler's equations for nD systems with long range interactions"
Hamiltonian fluids with Newtonian or Coulombian self-interactions in
nD. are considered here.Exact integrability of radial solutions of
the corresponding Euler,.Poisson and continuity equations is shown to
result from the existence of two constants of integration.
Representative exemples of implicit solutions are given for the pure
attractive and repulsive systems,for the models with homogenous and
compensating background densities, i.e. the One Component Plasma and
the model of Cold Dark Matter in an expanding universe .
_________________________________________________________________
Daan Frenkel, FOM Institute for Atomic and Molecular
Physics
"From one to zero: minimal models in molecular
dynamics"
The hard sphere model has become the reference model
for all simple fluids. However, there exist even simpler models that
exhibit non-trivial dynamic (and sometimes, static) behavior. In my
talk I will discuss the interesting properties of systems of particles
that have vanishing volume, or even vanishing excluded volume. I hope
to show that, also in the world of models, there is plenty of room at
the bottom...
_________________________________________________________________
S. Goldstein, Rutgers University
"Einstein, Hidden
Variables, and Nonlocality"
In 1935 Einstein, Podolsky, and
Rosen argued that the quantum mechanical description is incomplete,
i.e., that there are hidden variables. Bell showed in 1964 that the
EPR argument is fundamentally flawed. However, in so doing Bell also
provided strong support for the conclusion of that argument.
_________________________________________________________________
A. B. Harris, University of Pennsylvania
"Two Topics: a) 1/d Expansion for k-core Percolation,
b) Ferroelectric Incommensurate Magnets"
ABH and J. M. Schwarz (cond-mat/0505329) treat bootstrap or k-core
percolation. On the Bethe lattice the transition has a hybrid structure
in which the order parameter is discontinuous while the correlation length
diverges. Our goal is to determine whether or not this hybrid structure
survives in finite dimension d. To do this we calculate terms of relative
order 1/d^3 for the critical coupling constant of the discontinuity and
for the coupling constant at which the correlation length diverges. Since
we find these two thresholds to be identical, we suggest that the
hybrid structure is maintained for some range of large d.
In the collaboration of cond-mat 0503385 we develop a Landau theory
to treat systems like Ni_3V_2O_8 in which ferroelectricity appears
in a phase transition simultaneously with incommensurate magnetic
order. We show that a trilinear coupling of the spontaneous
polarization, P, to the Fourier components M(q) and M(-q) of the
magnetization has the correct symmetry to explain why P appears
in only one of the incommensurate magnetic phases and why, when
P is nonzero, it can only have a component along a certain
crystallographic axis.
_________________________________________________________________
Hans J. Herrmann, Institute for Computational Physics,
University of Stuttgart
"Searching for the perfect
packing"
Extremely dense granular packings are needed for high
resistance concrete or hard ceramics. They can only be realised when
the size distribution of grains is strongly polydisperse. Typically
powerlaw distributions give the best results. I will present simple
packing models for polydisperse distributions like a parking lot model
for different sizes. I will also discuss the perfect limit of
Apollonian packings in three dimensions and show in particular the
existence of space filling bearings rotating without slip and without
torsion.
_________________________________________________________________
Bernard Jancovici, Université de Paris-Sud
"The Casimir effect in some classical (i.e. non-quantum) situations"
We consider the Casimir effect for conductors microscopically modelled
as made of charged particles, in equilibrium classical
(i.e. non-quantum) statistical mechanics. The particle-radiation
coupling can be eliminated (Bohr-Van Leeuwen theorem) and only the
static Coulomb interaction remains. In the simple case of two
conducting parallel plates separated by vacuum, the Casimir long-range
attractive force between the plates (due to the coupled thermal
fluctuations inside the plates) is found to have only half the value
found by the standard calculation which describes the walls
macroscopically as ideal inert conductors. If an electrolyte is
present between the plates, the Casimir force is screened into a,
still attractive, short-range force. We also consider, in two
dimensions, a disc with a conducting wall. When the inside of this
disc is empty, the grand potential of the wall has a universal
logarithmic finite-size correction. When the disc is filled by a
conducting fluid, this universal term is "screened" away.
_________________________________________________________________
Kai Kadau, Lawrence Livermore National Laboratory
"Nanohydrodynamics Simulations: An Atomistic View of the
Rayleigh-Taylor Instability"
We introduce the concept of nanohydrodynamics
simulations-hydrodynamics on the nanometer and nanosecond scale by
molecular dynamics simulations for up to 100 million particles.
Nanohydrodynamics simulations performed on the latest generation of
supercomputers exhibit Rayleigh-Taylor instability---the mixing of a
heavy fluid on top of a light in the presence of a gravitational
field---initiated by thermal fluctuations at the interface, leading to
the chaotic regime in the long-time evolution of the mixing
process. The early-time behavior agrees with linear analysis of
continuum theory (Navier-Stokes), and the late-time behavior agrees
quantitatively with experimental observations. Nanohydrodynamics
provide insight into the turbulent mixing process that is inaccessible
to either continuum calculations or to experiment.
[1] Proc. Natl. Acad. Sci. 101, 5851 (2004), Nanohydrodynamics
simulations: An atomistic view of the Rayleigh-Taylor instability by
K. Kadau, T.C. Germann, N.G. Hadjiconstantinou, P.S. Lomdahl, G.
Dimonte, B.L. Holian, and B.J. Alder.
__________________________________________________________________
M.H. Kalos, Lawrence Livermore National Laboratory
"Fermion Monte Carlo"
It has been known for some decades that accurate numerical integration
of the many-body Schrodinger Equation for continuous bosonic systems
is straightforward. In imaginary time, it is a diffusion equation
that is easily modeled by numerical random walks-- that is, by Monte
Carlo methods. Integrating the many-fermion equation without
uncontrolled approximations is much more difficult; the challenge has
come to be called the "fermion sign problem."
I will review the
nature of the algorithmic difficulties and explain how an
understanding of those challenges presents opportunities for solving
them. Specifically I propose the following modifications to Diffusion
Monte Carlo:
A population of pairs of positive and negative
walkers is generated. Guiding functions are used that distinguish
between positive and negative walkers: that is, an algorithmic
symmetry is broken. When walkers of different signs branch differently
new pairs are created by applying a pair permutation. The "diffusion"
steps of the walkers in a pair are correlated so that the walkers can
meet in any number of dimensions. Walkers in a pair that come close
can be canceled in a way that preserves the future value of any
projection with an antisymmetric function.
The method has been
applied to some small dimers, to a two-dimensional electron gas, and
to systems of He-3.
____________________________________________________________________
Tom Kennedy, University of Arizona
"Monte Carlo comparisons of the 2d self-avoiding walk and SLE"
The scaling limit of the two dimensional self-avoiding walk (SAW) is
believed to be SLE with parameter 8/3. In this conjecture the SAW and
SLE curves are treated as subsets of the plane, i.e., not as
parameterized curves. Past Monte Carlo simulations have supported this
conjecture. In this talk we consider the SAW and SLE as parameterized
curves and attempt to compare random variables that depend on the
parameterization.
___________________________________________________________________
Jonghoon Lee & Anthony J.C. Ladd, University of Florida
"Axial Segregation of a Settling Suspension in a Rotating
Cylinder"
A suspension of non-neutrally buoyant particles, contained in a
horizontal cylinder, can be unstable to axial perturbations in
concentration if the cylinder is rotated at an appropriate angular
frequency. A highly regular pattern of particle density and fluid flow
coexist in a non-equilibrium stationary state. The density profile
along the cylinder axis is roughly sinusoidal, with a well-defined
wavelength equal to the cylinder diameter and a magnitude of
approximately 30% of the average number density. Similar patterns were
observed in laboratory experiments under similar conditions (Matsen et
al. Phys. Rev. E., 67:050301, 2003). We have used numerical
simulations within the Stokes-flow approximation to investigate the
mechanism underlying axial band formation. Our results show that bands
develop from an inhomogeneous particle distribution in the radial
plane, which is itself driven by the competition between gravity and
the viscous drag of the rotating fluid. We have discovered that the
mean angular velocity of the particles is an order parameter, which
distinguishes between a low-frequency segregated phase and a
high-frequency dispersed phase, where the particles fill the whole
volume uniformly. The order parameter is a function of a single
dimensionless frequency, which shows that a characteristic length is
the mean interparticle separation. As the rotational frequency
increases, the particle distribution becomes more homogeneous, and the
band structure disappears. Hydrodynamic diffusion stabilizes the
suspension against centrifugal forces, allowing for a uniformly
dispersed phase that can be used to grow three-dimensional cell
cultures in an artificial microgravity environment.
______________________________________________________________________
Elliott Lieb, Princeton University
"Rigorous results on the ground state energy of Bose gases, including
Bose Einstein Condensation"
This will be a very brief review of work with R. Seiringer,
J.P. Solovej and J. Yngvason on dilute Bose gases (especially gases in
traps) and on charged bose gases. For dilute trapped gases (even
rotating gases) the Gross-Pitaevskii equation is shown to be valid and
there is 100% Bose-Einstein condensation into the solution of this
equation.
_____________________________________________________________________
Rafael de la Llave, University of Texas
"Recent Progress in Geometric Mechanisms for Arnold Diffusion"
Mechanical systems which are isolated conserve energy.
When the systems are subject to periodic fields with zero average it
can happen that the effects average out or it can happen that they
accumulate and there are large consequences. There are rigorous
mathematical results that tell that the forces average out for a large
set of initial conditions (KAM theory) or for a large time
(Nekhoroshev theory).
Nevertheless, there are other phenomena -- usually called diffusion --
which are important conceptually and for many applications
(e.g. plasma confinement, accelerator physics, chemistry)
In this talk we plan to survey some recent results obtained by
A. Delshams, T. M-Seara and the author in identifying geometric
structures by which the perturbations can indeed accumulate.
The analysis is based in identifying and computing geometric
structures that allow instability to happen. These structures are
generated by resonances, confirming the physical intuition.
___________________________________________________________________
Michel Mareschal, ULB
"Simulation of Lamellar Phases"
MD is being used to simulate lamellar phases formed by
amphiphilic molecules. The elastic properties of the membranes are
investigated , allowing to delimitate the validity of the method.
Defects are then studied and comparison with a model reported. The
interaction with a model-polymer is also examined.
___________________________________________________________________
Alan Middleton, Syracuse University
"Optimization for
Physics and the Physics of Optimization"
The study of
statistical mechanical models with quenched disorder has historically
been closely tied with optimization algorithms developed in computer
science. I will review this connection and then give two examples
where a "physical" understanding of an algorithm for optimization is
useful: (1) a Griffiths type of singularity in a hard optimization
problem related to spin glasses and (2) annihilation dynamics in an
algorithm for the random field Ising magnet. These results show how we
can learn more about the physics AND the algorithms by using methods
from each field.
____________________________________________________________________
Erik E. Santiso, Keith E. Gubbins
Department of Chemical Engineering, North Carolina State University,
Raleigh, NC 27695-7905, USA
Aaron M. George, Marco Buongiorno Nardelli
Department of Physics, North Carolina State University,
Raleigh, NC 27695, USA
Malgorzata Sliwinska-Bartkowiak
Institute of Physics, Adam Mickiewicz University,
Umultowska 85, 61-614 Poznan, Poland
"Effect of confinement on chemical reactivity"
Reactions are frequently carried out in nano-structured media, such as
nano-porous media, micellar solutions, and nano-composites; such
environments can enhance reaction through high surface area,
interactions with the nano-structure and confinement effects. At
present there is little understanding of the role of nano-structure in
many such reactions. Experimental measures of compositions and rates
reflect an integration over multiple catalytic effects, and so provide
little fundamental understanding. In the present work, we focus on one
important class of nano-structured media, namely nano-porous
carbons. In such environments mechanisms and reaction rates are
strongly influenced by a number of factors, including reduced
dimensionality, selective adsorption, chemical heterogeneity of the
pore surfaces, diffusion limitations, and strong electronic
interactions with the walls. These factors can modify the potential
energy surface, and therefore the reaction mechanism. Such confinement
effects have recently been shown to have a major influence (up to two
orders of magnitude for the systems studied) on both reaction yields
and rates for many reactions , , and in some cases on the reaction
mechanism. A clear understanding of these factors could lead to the
design of much improved catalytic systems, and it may be possible to
optimize both the yield and rate of the reaction. We report results
of ab initio and semi-classical statistical mechanics calculations
showing the effect of confinement within nanoporous carbons on two
different classes of reactions: (1) unimolecular decomposition of
small organic molecules and (2) interconversion between rotamers of
small hydrocarbons. For these reactions, confinement can affect the
reaction mechanism through both catalytic interactions with the carbon
surface and geometrical constraints. We also show the effect of
confinement on the free energy profile for the reaction and the
kinetic rate constants.
----------------------------
C.H. Turner, J.K. Johnson and K.E. Gubbins, J. Chem. Phys. 114, 1851 (2001); C.H. Turner, J. Pikunic and K.E. Gubbins, Mol.Phys. 99, 1991 (2001); C.H. Turner, J.K. Brennan, J.K. Johnson and K.E. Gubbins, Journal of Chemical Physics, 116, 2138-2148 (2002); C.H. Turner and K.E. Gubbins, Journal of Chemical Physics, 119, 6057-6067 (2003); E.E. Santiso, A.M. George, C.H. Turner, M.K. Kostov, K.E. Gubbins, M. Buongiorno-Nardelli and M. Sliwinska-Bartkowiak, Applied Surface Science, in press (2005).
O. Byl, P. Kondratyuk and J.T. Yates, Jr. J. Phys. Chem. B, 107, 4277 (2003).
______________________________________________________________________
Marlan Scully, Texas A&M University
"From Bose and Einstein
to Bogoliubov and Beyond: a rich tradition of optical and statistical
physics"
The current studies of Bose Einstein Condensation
(BEC) and coherent atom optics draw from and contribute to the general
subject of coherence effects in many body physics and quantum optics.
It is in this spirit that the present talk sketches some recent
application of techniques, ideas, and theorems which have been
developed in understanding lasers and squeezed states to the
condensation of N Bosons. Highlights of these studies, and related
points of BEC history to be discussed are:
The rich and fruitful interaction between optical and
statistical physics begins with Bose's famous paper
[1] entitled:
"The Planck Law and the Hypothesis of
the Light Quanta" Concerning which, the translator
(Einstein) writes:
"Note added by the translator:
Bose's derivation of Planck's formula constitutes, in
my opinion, an important step forward. The methods
used here also yields the quantum theory of the ideal
gas, as I will explain elsewhere." [2]
However, as was
early on noted by Uhlenbeck, [3] the physics of BEC,
even for the ideal gas, is subtle with many pitfalls
and surprises. In the following we cite a few such
difficulties, and indicate how we resolve them.
Uhlenbeck criticized Einstein's arguments concerning
the implied singularity in the equation of stateTc.
Kahn and Uhlenbeck [4] later pointed out that the
"discussion of the condensate requires that the bulk
limit be taken in which the number and volume are made
infinite with the density, N/V fixed." But this
leaves open the question of how best to think about
and define Tc for finite mesoscopic systems. We show
[5] that it is useful to follow the lead of laser
theory [6] wherein the critical threshold inversion is
defined as that for which gain equals loss.
Similarly, in recent work we showed that the critical
temperature Tc is the temperature at which the rate of
addition of atoms to the condensate (cooling) equals
the rate of ejection (heating), and this holds for
mesoscopic systems.
Furthermore Ziff, Uhlenbeck, and
Kac [7] note that "[When] the grand canonical
properties for the ideal Bose gas are derived, it
turns out that some of them differ from the
corresponding canonical properties-even in the bulk
limit!" In the present work we have derived all
moments of the condensate above and below Tc using the
canonical ensemble. The results are in good agreement
with numerical simulation. [8]
As late as 1997 Herzog
and Olshanii [9] noted that there was no known simple
analytical expression for the canonical partition. We
now find a simple analytical expression for the
canonical partition function in terms of the
incomplete gamma function. [5]
Thus we find that the
quantum theory of the laser and the laser phase
transition analogy yields a treatment of BEC, which
provides a resolution to the above three problems (and
much more), and is in excellent agreement with
computer simulation.
Concerning the interacting Bose
gas, Bogoliubov [10] made a giant step forward
providing the first microscopic description of the
superfluid flow of HeII. Furthermore, the Bogoliubov
quasi particle operators and have long been touted as
being an early example of the operator algebra of
squeezed states of the radiation field.
Turning the
tables, we have recently shown how certain theorems
developed in the study of squeezed states of the
radiation field make it possible to obtain the
partition function for the interacting Bose gas in the
Bogoliubov limit for the first time [11]. An
important conclusion from this work is that the ground
state occupation shows fluctuations, which are not
Gaussian even in the thermodynamic limit.
Furthermore, we clearly establish the fact that
fluctuations in the interacting gas are closely
related to those of the ideal gas but reduced by one
half. Physically, this is due to the fact that the
atoms are strongly coupled in correlated pairs such
that the number of degrees of freedom is only ˝ N, not
N as in the ideal gas.
1. D. Bose, Z. Phys. 26, 178 (1924)
2. A. Einstein, Preuss. Akad. Wiss, Jan. 1925 p1.
3. G. Uhlenbeck, Ph.D. Thesis, Leiden 1927
4. B. Kahn and G. Uhlenbeck, Physica 5, 399 (1938)
5. M. Scully, Phys. Rev. Lett. 82, 3927 (1999)
6. V. DeGiorgio and M. Scully, Phys. Rev. A2, 1170 (1970); R. Graham and H. Haken, Z.Phys. 237, 31 (1970)
7. R. Ziff, G. Uhlenbeck, and M. Kac, Phys. Rev 32, 169 (1977)
8. V. Kocharovsky, M. Scully, S-Y Zhu, and M. Zubairy, Phys. Rev. A61, 023609-1 (2000)
9. C. Herzog and M. Olshanii, Phys. Rev. A55, 3254 (1997)
10. N. Bogoliubov, Physica 26, 51 (1960)
11. V. Kocharovsky, Vl. Kocharovsky, and M. Scully, Phys. Rev. Lett. 84, 2306 (2000); Phys. Rev. A61, 053606-1 (2000)
______________________________________________________________________
Robert Seiringer, Princeton University
"A Stronger Subadditivity of Entropy"
The strong subadditivity of entropy plays a key role in several areas
of physics and mathematics. It states that the entropy S[\rho]= - Tr
(\rho \ln \rho) of a density matrix \rho_{123} on the product of three
Hilbert spaces satisfies S[\rho_{123}] - S[\rho_{23}] \leq
S[\rho_{12}]- S[\rho_2]. We strengthen this to S[\rho_{123}] -
S[\rho_{12}] \leq \sum_\alpha n^\alpha (S[\rho_{23}^\alpha ] -
S[\rho_2^\alpha ]), where the n^\alpha are weights and the
\rho_{23}^\alpha are partitions of \rho_{23}. As applications we
prove some monotonicity and convexity properties of the Wehrl entropy
and entropy inequalities for quantum gases. This is joint work with
Elliott Lieb.
____________________________________________________________________
George Stell, SUNY at Stony Brook
"What's new in
liquid-state TPT"
After noting Berni Alder's key role in
initiating the use of liquid-state thermodynamic perturbation theory,
we go on to briefly survey current developments in the field.
____________________________________________________________________
Eric Vanden-Eijnden, NYU/Courant Institute
"Minimum Free
Energy Paths, Blue Moon Sampling, and String Method"
We will discuss a strategy to identify the reaction coordinate of an
activated process using a set of predefined coarse variables relevant
for the reaction. The method build on a generalization of the blue
moon sampling method which allows one to calculate the free energy in
multiple dimension, and the string method which allows one to identify
the optimal transition pathways in the free energy landscape. Quite
interestingly, the optimal transition pathways, which we refer to as
minimum free energy paths, are not the minimum energy paths on the
free energy landscape: these paths also depend on some mobility tensor
accounting for dynamical effects.
____________________________________________________________________
Manuel Velarde, Instituto Pluridisciplinar, UCM
"The
Transition from Linear to Nonlinear Solitonic Electric Conduction in a
Dissipative Toda Lattice"
Oscillations and waves (linear and otherwise) and, eventually, solitons can be excited and maintained in
the presence of dissipation provided we have an appropriate energy
supply, hence an appropriate input-output energy balance. The idea
goes back to Lord Rayleigh (1894) and it is very much like when steady
structures are maintained by an appropriate energy balance. Hence the
coinage "dissipative structures" (Nicolis & Prigogine, 1977), for
steady patterns, and "dissipative solitons", for the corresponding
nonlinear waves (steady structures in the commoving frame) with
soliton-particle-like behavior on collisions and wall reflections
(see, e.g., Nekorkin & Velarde, 2002; Nepomnyashchy & Velarde,
2002). I shall report on recent findings about a transition from
linear electric conduction to a form of high-T superconduction, purely
classical, occurring in a 1D Toda lattice, when an appropriate energy
supply is incorporated, and hence an appropriate energy balance
maintains the (Toda) dissipative solitons (cnoidal waves). The
solitons (mostly lattice compressions) together with the ion-electron
Coulomb interaction eventually bind dynamically the electrons
(solectrons, in short) in the course of evolution of the waves in the
presence of an external electric field. The characteristics
current-field and current-temperature would be provided.
Nekorkin, V. I. & Velarde, M. G., Synergetic Phenomena in Active
Lattices. Patterns, Waves, Solitons, Chaos, Springer-Verlag, Berlin,
2002 (and references therein). Nepomnyashchy, A. A. & Velarde, M. G.,
Interfacial Phenomena and Convection, CRC-Chapman & may, London, 2002,
Chapter 5. Nicolis, G. & Prigogine, I., Self-Organization in
Nonequilibrium Systems, Wiley, New York, 1977. Rayleigh, Strutt,
J. W. (Lord), The Theory of Sound, original 1894, reprinted by Dover,
New York, 1945, Vol. 1, Sec. 68a. Velarde, M. G., Ebeling, W &
Chetverikov, A. P., Int. J. Bifurcation & Chaos, to appear (2005).
_____________________________________________________________________
Ned Wingreen, Princeton University
"Modeling the chemosensing system of E. coli"
The chemotaxis
network in E. coli is the best studied signal-transduction network of
any living organism. The network enables E. coli to swim toward
attractants such as amino acids or sugars, and away from
repellents. The cells perform chemotaxis by detecting temporal changes
in their chemical environment and transducing this information into a
decision to swim straight or change direction (tumble). The system is
remarkable for its high sensitivity and robust adaptation over a wide
range of external chemical concentrations. Motivated by recent in vivo
FRET studies [1], we model the chemosensing system as a mixed array of
interacting receptors akin to an Ising lattice. Our results support
and extend the robust-adaptation model of Barkai and Leibler [2], in
which receptor complexes function as two-level systems.
[1] V Sourjik and HC Berg, PNAS 99(1), 123-127 (2002); Ibid, Nature
428(6981), 437-441 (2004).
[2] N Barkai and S Leibler, Nature 387(6636), 913-917(1997).
_____________________________________________________________________
J. Yepez, Air Force Research Laboratory
"Quantum computation of nonlinear classical dynamics"
I will present a few recent results on modeling various classical
nonlinear systems using quantum information processing. As a starting
point, I use a microscopic quantum mechanical system of spin-1/2
nuclei as an archetype quantum information processor: each spin-1/2
nucleus encodes a qubit and the secular dipolar Hamiltonian for
spin-1/2 nuclei pairs encodes the operation of 2-qubit quantum logic
gates. The spatial and temporal dynamics of the spin system is
described at three physical scales: the microscopic, mesoscopic, and
macroscopic scales. Periodic measurement of the quantum state of the
microscopic spin system serves as a mechanism to break strict
unitarity of the temporal evolution. The mesoscopic scale statistical
description includes an analytically derivable entropy function and an
H theorem and a quantum Boltzmann equation obeying detailed-balance.
Then, by taking moments of the quantum Boltzmann equation, I
analytically predict the macroscopic scale behavior of the spin system
is governed by a classical effective field theory with dissipative
terms. Macroscopic dissipation and nonlinearity ultimately arise by
continually measuring the microscopic quantum state. By altering the
microscopic Hamiltonian for spin-1/2 nuclei pairs, it is possible to
recover different macroscopic classical effective field theories,
which include the Burgers equation, the magnetohydrodynamic equations,
the Navier-Stokes equation, and the Korteweg de Vries equation for
example. I will present some recent simulation data obtained from
nuclear magnetic resonance spectroscopy of liquid chloroform to
illustrate the experimental technique for modeling classical nonlinear
dynamics using this kind of quantum information processing. I will
also present some numerical simulations using the quantum Boltzmann
equation implemented directly on classical computers to illustrate how
the method can be used today as a practical tool for computational
physics.
_______________________________________________________________