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1.
J Chem Phys ; 152(19): 194103, 2020 May 21.
Artigo em Inglês | MEDLINE | ID: mdl-33687235

RESUMO

CP2K is an open source electronic structure and molecular dynamics software package to perform atomistic simulations of solid-state, liquid, molecular, and biological systems. It is especially aimed at massively parallel and linear-scaling electronic structure methods and state-of-the-art ab initio molecular dynamics simulations. Excellent performance for electronic structure calculations is achieved using novel algorithms implemented for modern high-performance computing systems. This review revisits the main capabilities of CP2K to perform efficient and accurate electronic structure simulations. The emphasis is put on density functional theory and multiple post-Hartree-Fock methods using the Gaussian and plane wave approach and its augmented all-electron extension.

2.
J Comput Chem ; 32(14): 3005-13, 2011 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-21793007

RESUMO

Parallelization is an effective way to reduce the computational time needed for molecular dynamics simulations. We describe a new parallelization method, the distributed-diagonal force decomposition method, with which we extend and improve the existing force decomposition methods. Our new method requires less data communication during molecular dynamics simulations than replicated data and current force decomposition methods, increasing the parallel efficiency. It also dynamically load-balances the processors' computational load throughout the simulation. The method is readily implemented in existing molecular dynamics codes and it has been incorporated into the CHARMM program, allowing its immediate use in conjunction with the many molecular dynamics simulation techniques that are already present in the program. We also present the design of the Force Decomposition Machine, a cluster of personal computers and networks that is tailored to running molecular dynamics simulations using the distributed diagonal force decomposition method. The design is expandable and provides various degrees of fault resilience. This approach is easily adaptable to computers with Graphics Processing Units because it is independent of the processor type being used.


Assuntos
Simulação de Dinâmica Molecular , Algoritmos , Software
3.
J Phys Chem B ; 111(19): 5243-8, 2007 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-17447809

RESUMO

A Car-Parrinello molecular dynamics study was performed for 4,5-dimethyl-2-(N,N-dimethylaminomethyl)phenol, a Mannich base, to investigate the vibrational properties in solution of its intramolecular hydrogen bond. The dynamic behavior of this hydrogen-bonded system was investigated using an explicit solvent model. Addition of a nonpolar solvent permitted inclusion of delicate environmental effects on the strongly anharmonic system which was studied from first principles. Molecular dynamics and a posteriori quantization of the O-H motion were applied to reproduce the vibrational features of the O-H stretching mode. Consistent application of Car-Parrinello dynamics based on the density functional theory with subsequent solution of the vibrational Schrödinger equation for the O-H stretching motion offers an effective method for strongly anharmonic systems, and this is supported by the comparison of the results with experimental spectra. As a further element of the intramolecular hydrogen bond study, the effects of deuteration were taken into account and a successful application of the O-H stretching mode quantization technique to the liquid phase is demonstrated. This provides a valuable computational methodology for investigations incorporating nuclear quantum effects in the liquid phase and enzyme active centers and can be used to investigate numerous systems that are not readily susceptible to experimental analysis.

4.
Artif Intell Med ; 29(1-2): 107-30, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-12957783

RESUMO

A genetic network is a formalism that is often used in biology to represent causalities and reason about biological phenomena related to genetic regulation. We present GenePath, a computer-based system that supports the inference of genetic networks from a set of genetic experiments. Implemented in Prolog, GenePath uses abductive inference to elucidate network constraints based on background knowledge and experimental results. Additionally, it can propose genetic experiments that may further refine the discovered network and establish relations between genes that could not be related based on the original experimental data. We illustrate GenePath's approach and utility on analysis of data on aggregation and sporulation of the soil amoeba Dictyostelium discoideum.


Assuntos
Regulação da Expressão Gênica , Genômica , Redes Neurais de Computação , Animais , DNA , Dictyostelium/genética , Humanos , Conhecimento , Pesquisa/tendências
5.
J Chem Theory Comput ; 8(10): 3565-73, 2012 Oct 09.
Artigo em Inglês | MEDLINE | ID: mdl-26593003

RESUMO

In this work, the applicability and performance of a linear scaling algorithm is investigated for three-dimensional condensed phase systems. A simple but robust approach based on the matrix sign function is employed together with a thresholding matrix multiplication that does not require a prescribed sparsity pattern. Semiempirical methods and density functional theory have been tested. We demonstrate that self-consistent calculations with 1 million atoms are feasible for simple systems. With this approach, the computational cost of the calculation depends strongly on basis set quality. In the current implementation, high quality calculations for dense systems are limited to a few hundred thousand atoms. We report on the sparsities of the involved matrices as obtained at convergence and for intermediate iterations. We investigate how determining the chemical potential impacts the computational cost for very large systems.

6.
J Mol Graph Model ; 38: 243-7, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23085166

RESUMO

We present the design and implementation of the force decomposition machine (FDM), a cluster of personal computers (PCs) that is tailored to running molecular dynamics (MD) simulations using the distributed diagonal force decomposition (DDFD) parallelization method. The cluster interconnect architecture is optimized for the communication pattern of the DDFD method. Our implementation of the FDM relies on standard commodity components even for networking. Although the cluster is meant for DDFD MD simulations, it remains general enough for other parallel computations. An analysis of several MD simulation runs on both the FDM and a standard PC cluster demonstrates that the FDM's interconnect architecture provides a greater performance compared to a more general cluster interconnect.


Assuntos
Protease de HIV/química , Simulação de Dinâmica Molecular , Mioglobina/química , Redes Neurais de Computação , Algoritmos , HIV-1/química , HIV-1/enzimologia , Humanos , Máquina de Vetores de Suporte
7.
J Chem Inf Model ; 45(6): 1600-4, 2005.
Artigo em Inglês | MEDLINE | ID: mdl-16309260

RESUMO

We have developed a computer program for molecular dynamics (MD) simulation that implements the Split Integration Symplectic Method (SISM) and is designed to run on specialized parallel computers. The MD integration is performed by the SISM, which analytically treats high-frequency vibrational motion and thus enables the use of longer simulation time steps. The low-frequency motion is treated numerically on specially designed parallel computers, which decreases the computational time of each simulation time step. The combination of these approaches means that less time is required and fewer steps are needed and so enables fast MD simulations. We study the computational performance of MD simulation of molecular systems on specialized computers and provide a comparison to standard personal computers. The combination of the SISM with two specialized parallel computers is an effective way to increase the speed of MD simulations up to 16-fold over a single PC processor.


Assuntos
Simulação por Computador , Modelos Químicos , Algoritmos , Análise por Conglomerados , Eletroquímica , Água/química
8.
Cell Mol Biol Lett ; 7(1): 118-9, 2002.
Artigo em Inglês | MEDLINE | ID: mdl-11944061

RESUMO

CROW (Columns and Rows Of Workstations - http://www.sicmm.org/crow/) is a parallel computer cluster based on the Beowulf (http://www.beowulf.org/) idea, modified to support a larger number of processors. Its architecture is based on point-to-point network architecture, which does not require the use of any network switching equipment in the system. Thus, the cost is lower, and there is no degradation in network performance even for a larger number of processors.


Assuntos
Biologia Computacional/instrumentação , Sistemas Computacionais/economia , Modelos Moleculares
9.
J Chem Inf Comput Sci ; 44(2): 359-64, 2004.
Artigo em Inglês | MEDLINE | ID: mdl-15032512

RESUMO

In this article a procedure is derived to obtain a performance gain for molecular dynamics (MD) simulations on existing parallel clusters. Parallel clusters use a wide array of interconnection technologies to connect multiple processors together, often at different speeds, such as multiple processor computers and networking. It is demonstrated how to configure existing programs for MD simulations to efficiently handle collective communication on parallel clusters with processor interconnections of different speeds.

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