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Overview |
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Two most fundamental laws
that govern the dynamical processes in the real world are Newton's
equations in classical mechanics and the Schrödinger equation in quantum
mechanics. For small atomic and molecular systems, it is possible to
solve exactly Schrödinger equation to extract physical information,
such as the scattering matrix in bimolecular reactions and resonances in unimolecular dissociation. This is one area in which we are actively
involved in recent years. More specifically, we have developed
world-leading Lanczos representation methods to deal with especially
complex-forming reactions, with higher efficiency and more
scalability. For more details, the reader is referred to our recent review articles in Phys Chem Comm
6, 884 (2004) and in Phys Chem Chem Phys. 6, 12 (2003). For large systems, while molecular dynamics (MD)
simulation represents one of the best available methods, it can’t
properly deal with the motions of light atoms such as proton
transfer for which quantum effects play a crucial role. Our aim is
to combine MD simulation with our quantum dynamical methods to deal
with large biological systems in which quantum effects are also
important. The following are two representative projects undertaken
in Quantum & Molecular Dynamics Group.
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Quantum
Characterisation of Unimolecular Resonances |
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The
studies of unimolecular dissociation have been central to our
understanding of chemical reaction dynamics. Quantum-mechanically a
unimolecular dissociation is characterized by resonances, i.e.,
temporarily trapped meta-stable states. To fully describe a
resonance, three quantities are needed, namely, resonance energies,
resonance widths (decay rates) and the product state distributions
arising from its decay. Though the phenomenon of resonances has long
been recognized and qualitatively understood, the quantitative
determination of resonances started to appear only during past two
decades. In recent years quantum calculations based on iterative
methods have become increasingly common due to better scaling
properties than direct methods, and our group has been actively
involved in developing two such iterative methods, namely, Chebyshev
filter diagonalisation methods and Lanczos filter diagonalisation
methods, in particular to deal with deep well systems like HO2.
For more details, the reader is referred to our two recent review
articles in Phys Chem Comm 6, 12-20 (2003) and in Phys Chem
Chem Phys. 6, 884-894 (2004) [the front-cover image on the
right from CCMS is in association with this latter review article].
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Parallel Computing for Non-Zero
Angular Momentum:
While so far most of the resonance
calculations performed focused on total angular momentum J =
0 cases, substantive progress has been made with non-zero J
calculations very recently. It is well known that exact J > 0
calculations are essential in fully understanding reaction dynamics
both in unimolecular dissociation and in bimolecular reactions.
However, these J > 0 calculations are still very challenging
even for triatomic reactions, especially when dealing with
complex-forming systems. The major reason for this situation is the
so called ‘angular momentum catastrophe’: many J > 0
calculations have to be performed, and the size of the Hamiltonian
matrix increases linearly with J.
Recently, we have implemented
parallel computing strategy in the two iterative filter
diagonalisation methods and have for the first time reported the HO2
unimolecular resonances for relatively high J values. The
reasons for employing parallel computing are two-fold. On one hand,
the cpu time required to resolve the resonance fine structures is
substantial. On the other hand, the storage requirement of the
potential matrix and overlapping integrals also increases linearly
with J. The quantum J-specific unimolecular
dissociation rates for HO2 → H + O2 have been
compared with the results of Troe et al. from statistical
adiabatic channel method / classical trajectory calculations (see
Fig. 2). These parallel computations make it possible to compute
long time and large amplitude motions with computational times and
storage requirement comparable to J = 0 case.
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Figure: Parallel computation of rates
for J = 10 case in HO2 dissociation from both Lanczos and
Chebyshev methods and compared with statistical/classical results of
Troe. [Zhang & Smith, JCP 120, 9583 (2004)] |
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Product State Distributions
from Resonance Decay:
In addition,
we have developed very efficient low-storage methods to calculate
the product state distributions for unimolecular dissociation. The
product state distributions reflect scattering from the resonance
into product states through the transition state region of the
potential energy surface, and thus contain additional clues about
the intra- and inter-molecular dynamics of the system. To specify
product state distributions arising from resonance decay, the
resonance eigenfunctions of the dissipative Hamiltonian must be
calculated and analyzed for their amplitudes in different product
channels. Through an elegant construction of the algorithm, both the
complex eigenvalues and the product state distributions associated
with each individual resonant state can be calculated from a single
Lanczos iteration. Fig. 3
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Figure: The
O2 (n=0) rotational distributions at E = 0.154 eV.
Circles represent the results from Lanczos subspace filter
diagonalisation method and squares denote the results from Chebyshev
low storage filter diagonalisation method [Zhang & Smith, JCP 115,
5751 (2001)]. |
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Parallel
Wavepacket Methods for Reactive Scattering |
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The research in this project is concerned with the detailed
description of reactive molecular collision processes that are
elementary to combustion and atmospheric chemistry.
The most detailed description of a reactive scattering process is
given by the scattering matrix, S matrix. For a
reaction A+BC(v,j)
AB(v',j')+C the scattering matrix elements,
SJv,j,l v',j',l'(E),
denote the probability amplitude for a reaction from an initial
quantum state (v,j,l) of the reactants into a final quantum state (v',j',l') of the products at an energy E. Here v and v' are
the vibrational state, j and j' the rotational state
and l and l'
the helicity quantum number of the reactants and the products
respectively and J denotes the total angular momentum, the
total rotation of the ABC molecule. The S matrix
elements characterize the complete scattering process. Only a few
quantum dynamical studies that calculated the scattering matrix for
the full range of quantum numbers involved have been reported to
date. Most commonly, reactive scattering calculations are performed for J
= 0 and results for J > 0 are obtained via approximation
methods.
In this work we are developing new practical methods for calculating
state-to-state information of reactive processes employing
time-dependent and time-independent wave packet approaches.
The iterative methods that we use are based on two well-known
matrix recursions: namely the Lanczos and the Chebychev recursions.
These are very powerful and versatile methods and have been used
successfully to treat reactive as well as photo-dissociation
processes.
The
project involves the design and coding of parallel strategies
for the implementation of these quantum dynamical methods,
allowing us to
exploit the throughput capabilities of the high performance cluster facility at the CCMS. In this
way, the number of processors used will increase with the size of
the problem but the actual wall-clock time for completion of the
calculation remains the same.
In the Chebychev real wavepacket approach the solutions to the
reactive scattering problem may be represented as evolving
wavepackets in real time or in pseudo-time (the Chebychev order
domain). The
initial wavepacket at time t = 0 is set up for one single
quantum state of the reactants in the reactant channel of the
potential energy surface. The potential energy surface governs the
dynamics of the reaction and is part of the Hamiltonian matrix. The
wavepacket is then propagated in time utilising a three-term
Chebychev matrix recursion. This procedure gives a physical picture
of the reaction dynamics in real time. The real wavepacket approach
will yield results for one fixed quantum state of the reactants and
for all product quantum states and a wide range of energies of
interest.
In collaboration with the group of Prof. Gabriel G. Balint-Kurti at
the University of Bristol (UK) our group has developed a
state-of-the-art time-dependent wavepacket method and an associated
computer code for the calculation of the full S matrix
elements. This method has been successfully applied for J =
0 to the reactions H + H2(D2) and
O(1D)
+ H2(HD, D2). To facilitate the very difficult
J > 0 calculations a parallel code has been developed employing the
Messages Passing Interface (MPI). Test calculations have been
carried out for J = 0 - 26 for the H + H2 system.
Within CCMS we
have also implemented the pseudo-time version of the real Chebychev
wavepacket approach, which converges the real part of the scattering
wave directly through propagation in the Chebychev order domain.
This latter code has thus far been implemented only for J=0 [J.
Chem. Phys., 117, 5174-5182 (2002)].
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The Real Wave
packet Approach applied to the HO2 System (J=0):
A serial version of the wave packet
program is used to study the reaction
dynamics of the HO2 system. We employ three different potential
energy surfaces (DMBE4, Xu et. al and Troe's surface) to study the
affects on the dynamics. We have calculated state-to-state
probabilities for the DMBE4 surface for J=0 only.
The first figure shows a contour plot of the DMBE4 surface for a
fixed angle. One can clearly see the deep well that corresponds to
the HO2 complex. The second figure shows 4 snapshots of the wave
packet at different times of the propagation. The initial wave
packet is located in the entrance channel at time zero and is very
localized. With time it then moves into the interaction region and
the product channel.
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The
Real Lanczos ABI Method
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Absorbing Boundary Conditions in
Wavepacket Methods: Problems and Solutions
For resonance and scattering applications
the absorbing boundary conditions are typically imposed within the
Lanczos algorithm by incorporation of a complex absorbing potential
(CAP) into the Hamiltonian. This complex potential is negligible in the
interaction region (so that it does not interfere with the quantum
dynamics in the region where the reaction takes place) but increases
gradually in magnitude in the asymptotic region and has the effect of
absorbing wave functions so that they do not suffer from artificial
reflection from the edges of the grid which supports the Hamiltonian.
Incorporation of the CAP makes the Hamiltonian complex-symmetric, and
has the consequence that the Lanczos recursion is complex and yields a
complex-symmetric tridiagonal representation of the Hamiltonian.
Unfortunately, it is well known that complex symmetric linear algebraic
methods are inherently less stable than their real symmetric
counterparts, and hence the efficiency of the algorithm is degraded
through the introduction of the CAP. If the CAP is functioning as a
perfect absorber, then the results of the scattering calculation should
be independent of the parameters defining the CAP. However, it is known
that for difficult scattering problems the CAP does not always function
perfectly, so that some degree of parameter dependence is present.
Ideally, then, one would like to design a method which (a) does not
require the introduction of a CAP, and consequently (b) utilizes the
more efficient and robust real symmetric Lanczos recursion.
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The Lanczos ABI Method:
Recent work in our lab has yielded
significant progress in the search for a real Lanczos subspace method
capable of computing state-to-state reactive scattering probabilities.
The progress combines the real symmetric Lanczos algorithm with the
quantum artificial boundary inhomogeneity (ABI) method developed by Jang
and Light. Scattering boundary conditions are imposed without the need
for a CAP by solving energy-dependent auxiliary equations after a set of
real symmetric Lanczos recursions have been carried out. The method has
alternatively been implemented based on the Chebyshev algorithm and
detailed comparisons between the real Lanczos and real Chebyshev ABI
methods have revealed very interesting features in terms of efficiency
as well as convergence behavior (see Fig. 4 below for some results). In
particular, in contrast to the real Chebychev recursion methods, the
real Lanczos ABI method does not require the use of a real damping
operator (RDO) to enforce dissipative boundary conditions, thus avoids
the need to explicitly incorporate into the primary basis the large
slice of exterior grid space that is commonly needed to support either a
CAP or a RDO. It also thereby avoids the implicit parameter dependence
associated with the definition of the CAP or the RDO. For simple
scattering problems this parameter dependence is benign – in the sense
of stabilization theory the results become independent of the parameters
in the region of convergence. However, for more challenging molecular
problems such as scattering at near-threshold energies or
resonance-dominated scattering through deep-well intermediates, the
issue of parameter dependence associated with imperfect imposition of
boundary conditions is much more difficult to satisfactorily resolve
using the existing CAP or RDO mechanisms.
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| Figure: The cumulative reaction
probabilities N(E) for the collinear H + H2
➙ H2 + H exchange
reaction from both the real Lanczos ABI method (solid line) and the real
Chebyshev ABI method (dashed line) [Zhang and Smith, J Theor Comput
Chem 2, 563 (2003)]. |
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Single Subspace Full S-Matrix Methods: Breaking the Traditional
Wavepacket Paradigm
The pioneering work from our lab which
synthesized the Lanczos approach with the ABI method indicated
significant promise in this general direction, but still suffered poor
scaling properties because of the need to perform a set of n Lanczos
recursions (n being the number of open scattering channels in the
problem under study) before any useful scattering information (albeit
the full S matrix) could be obtained. Each Lanczos recursion is very
expensive for a challenging molecular problem, so this requirement would
be crippling if the method is applied to a large scattering problem.
Very recently, however, a really significant breakthrough has been
achieved based on a spectral implementation of the Lanczos Absorbing
Boundary Inhomogeneity (LABI) method. In a communication to J. Chem.
Phys., we have demonstrated that the entire S matrix for the 2D
collinear H + H2 reaction can be determined from a single real symmetric
Lanczos recursion using this spectral LABI approach. This represents a
major step forward in the efficiency of iterative methods by breaking
through the linear dependence of computational effort on the number of
incoming channel wavepackets (WP) in all WP methods to date, namely,
that one propagation can generate only one column of the scattering S
matrix. The new spectral LABI approach has immense potential for
applications to the larger and more interesting three-dimensional (3D)
and 6D quantum reactive scattering systems, and currently we are
extending this exciting new approach to more challenging molecular
systems that are of crucial importance to atmospheric chemistry. |
| Figure: The state-to-state reactive
probabilities Pnn’ for the collinear H + H2(n
= 0)➙ H2(n’ = 0)
+ H exchange reaction. The solid line represents the results from real
single subspace ABI method, whereas the diamonds represent the results
from direct diagonalisation in the primary representation [Zhang and
Smith, J Chem Phys 120, 1161-1163 (2004)]. |
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Photodynamics
in Green Fluorescent Protein (GFP) |
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This project
involves mixed quantum dynamics/molecular dynamics simulation of
proton transfer processes in Green Fluorescent Protein (GFP). GFP is
a unique fluorescent label and has found many biotechnological and
cell biology applications, such as a reporter of gene expression,
cell lineage, and protein trafficking and interactions. In GFP, the
most important processes are the photo-absorption, the
proton-transfer in the excited state and the green fluorescence,
which involves enormous quantum photo-dynamics. Given the quantum
effects involved and the complexity of GFP, full description of GFP
should combine the quantum-dynamical model for one or several
protons with MD simulations for all other atoms. We will implement
this project from the simplified but quantum-dynamical model to the
more complicated mixed quantum/classical method and some preliminary
but encouraging results have been obtained recently.
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![The excited state wave functions when proton transfers from A* state to I* state in green fluorescent protein. [Recent results from Zhang & Smith]](research_quantum_files/hong_3.jpg) |
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