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In summary, we intend to develop and make available these technologies:
- Multiscale algorithms for molecular dynamics that broaden the time
scales for which atomistic simulations are possible:
- More stable multiple time stepping algorithms, that allow
anywhere from a twofold to an eightfold asymptotic speedup over the
Verlet-I/r-RESPA method using the mollified impulse method, and much
larger speedups using mild Langevin damping that does not destroy
dynamic properties. This will be accomplished by overcoming nonlinear
instabilities present in Verlet-I/r-RESPA, and by a better splitting
of time scales that allows one to most efficiently exploit smooth
approximations to the forces in MD at different length and time
scales.
- Multiscale Semi-Implicit Constrained MD (MUSICO). This method
overcomes the time scale limit by using a symplectic splitting into an
implicit scheme for nearly linear forces and short-range nonbonded
forces, and an explicit scheme for long-range electrostatics. Also,
this will make the overall program more scalable because non-scalable fast
electrostatics methods will be evaluated less often.
- Scalable biased hybrid Monte Carlo algorithm statistical sampling.
Using a cheap, high-order approximation to the Hamiltonian that is exactly
integrated by the MD integrator, we get a nearly linear scaling of HMC with
system size. This method introduces a systematic error or bias. We remove this
bias by modifying the acceptance rule. All of these algorithms will be tested
against results in the literature, and then applied to the study of challenging
ion channel dynamics and function problems.
- Dissemination of results. All new methods will be made available in
PROTOMOL, our open source, object-oriented, generic
parallel-component framework for MD and HMC. This does not exclude
incorporating them into other programs. PROTOMOL will be extended to
also include:
- Intuitive user interface, supporting for example haptic devices, and
file compatibility withAMBER, CHARMM, andNAMD.
- Simplified simulation protocols, since nearly optimal simulation
parameters will be determined at runtime.
- Scalable support of Windows and Macintosh personal computers, in addition to
the traditional UNIX supercomputers.
- Learning modules: Tutorials on different aspects of dynamics and
function of ion channels will be incorporated into PROTOMOL. These
will be accessible to students of all ages and backgrounds, and they will be
tested in a state-of-the-art facility, the Notre Dame Learning Center, in
courses taught by the PI at the undergraduate and graduate level. These will
eventually be made accessible to the whole community.
- Collaborative applications. Potassium channel MD simulations
for permeation and gating using approximate atomistic models for
specific biomolecular processes will be simulated with our multiscale
methodology, and compared to other approximate models for the
biomolecules, for the permeation and gating of potassium
channels. Also, a study of the computational effectiveness of anti
breast cancer drugs will be attempted.
Next: Preliminary work
Up: Introduction
Previous: Computational study of effectiveness
Jesus Izaguirre
2001-07-27