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Supercomputer Simulations of Dopamine-Derived Ligands Complexed with Cyclooxygenases 多巴胺衍生配体与环氧合酶络合的超级计算机模拟
Pub Date : 2018-12-01 DOI: 10.14529/jsfi180411
Valentina D. Maslova, R. Reshetnikov, Vladimir V. Bezugolov, I. I. Lyubimov, A. Golovin
An in silico approach was adopted to identify potential cyclooxygenase inhibitors through molecular docking studies. Four potentially active molecules were generated by fusion of dopamine with ibuprofen or ketorolac derivatives. The binding mode of the considered ligands to cyclooxygenase-1 and cyclooxygenase-2 isoforms was described using Autodock Vina. Preliminary docking to full cyclooxygenase isoforms structures was used to determine possible binding sites for the described dopamine-derived ligands. The following more accurate docking iteration to the described binding sites was used to achieve better conformational sampling. Among the studied molecules, IBU-GABA-DA showed preferable binding to cyclooxygenase active site of cyclooxygenase-1, while IBU-DA bound to peroxidase site of cyclooxygenase-1, making these ibuprofen-comprising ligands a base for further research and design of selective cyclooxygenase1 inhibitors. Keterolac-derived ligands KET-DA and KET-GABA-DA demonstrated binding to both cyclooxygenase isoforms at a side pocket, which does not relate to any known functional site of cyclooxygenases and needs to be further investigated.
通过分子对接研究,采用硅基方法鉴定潜在的环加氧酶抑制剂。四种潜在的活性分子是由多巴胺与布洛芬或酮酸衍生物融合产生的。使用Autodock Vina描述了所考虑的配体与环加氧酶-1和环加氧酶-2异构体的结合模式。初步对接全环加氧酶异构体结构,以确定所述多巴胺衍生配体的可能结合位点。下面对所描述的结合位点进行更精确的对接迭代,以获得更好的构象采样。在所研究的分子中,IBU-GABA-DA较好地结合了环氧化酶-1的环氧化酶活性位点,而IBU-DA结合了环氧化酶-1的过氧化物酶位点,这些含布洛芬的配体为进一步研究和设计选择性环氧化酶1抑制剂提供了基础。keterolac衍生的配体KET-DA和KET-GABA-DA在侧袋处与环加氧酶同型体结合,这与环加氧酶的任何已知功能位点无关,需要进一步研究。
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引用次数: 3
Test of Computational Approaches for Gold-Thiolate Clusters Calculation 金-硫代酸盐簇计算方法的测试
Pub Date : 2018-12-01 DOI: 10.14529/jsfi180409
N. Nikitina, D. Pichugina, A. V. Oleynichenko, O. Ryzhova, K. Kopylov, V. Krotov, N. Kuz'menko
High-level procedures (MP2, CCSD, CCSD(T)) and reliable experimental data have been used to assess the performance of a variety of exchange-correlation functionals for the calculation of structures and energies of small models of thiolate-protected gold clusters. Clusters represent rather complicated objects for examination, therefore the simple models including Au2, AuS were considered to find an appropriate method to calculate Au-Au and Au-S interactions in protected clusters. The mean unsigned errors of the quantum chemical methods were evaluated via reliable experimental bond distances and dissociation energies of Au2 and AuS. Based on the calculation, the SVWN5, TPSS+D3, PBE96+D3, and PBE0+D3 were found to give the most reliable results and can be recommended for calculation of the structure and properties of thiolate-protected gold clusters. The influence of the relativistic corrections calculated in Dirac-Coulomb-Breit framework and inclusion of dispersion corrections on the structure and energy of thiolate-protected gold clusters have been analyzed.
高阶程序(MP2, CCSD, CCSD(T))和可靠的实验数据已被用于评估各种交换相关函数的性能,用于计算硫代酸保护金簇的小型模型的结构和能量。因此,考虑使用简单的Au2、au模型来计算受保护簇中Au-Au和Au-S相互作用的合适方法。量子化学方法的平均无符号误差通过可靠的实验键距和Au2和au的离解能来评估。计算结果表明,SVWN5、TPSS+D3、PBE96+D3和PBE0+D3是计算硫代酸保护金簇结构和性能最可靠的方法。分析了Dirac-Coulomb-Breit框架中计算的相对论修正和包含色散修正对硫代酸保护金团簇结构和能量的影响。
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引用次数: 1
Regional Climate Model for the Lower Volga: Parallelization Efficiency Estimation 伏尔加河下游区域气候模式:并行化效率估算
Pub Date : 2018-12-01 DOI: 10.14529/jsfi180413
A. Titov, A. Khoperskov
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引用次数: 4
Supercomputer Simulations of Fluid-Structure Interaction Problems Using an Immersed Boundary Method 基于浸入边界法的流固耦合问题超级计算机模拟
Pub Date : 2018-12-01 DOI: 10.14529/jsfi180408
N. Zhdanova, A. Gorobets, I. Abalakin
The paper describes a supercomputer application in simulations of fluid-structure interaction problems. A compressible flow solver based on a high-accuracy scheme for unstructured hybrid meshes is considered. It combines an immersed boundary method with a dynamic mesh adaptation method in order to represent motion of solid objects in a turbulent flow. The use of immersed boundaries allows you to dynamically adapt the mesh resolution near moving solid surfaces without changing the mesh topology. Multilevel MPI + OpenMP parallelization of these components fits well with the architecture of modern cluster systems. The proposed implementation can engage thousands of CPU cores in one simulation efficiently. An example application is presented in which a high-speed turbulent flow around a cavity with a deflector is simulated.
本文介绍了一种超级计算机在流固耦合问题模拟中的应用。研究了一种基于高精度格式的非结构化混合网格可压缩流动求解器。它将浸入边界法与动态网格自适应法相结合,以表示湍流中固体物体的运动。浸入边界的使用允许你在不改变网格拓扑的情况下动态调整移动实体表面附近的网格分辨率。这些组件的多级MPI + OpenMP并行化非常适合现代集群系统的体系结构。所提出的实现可以有效地在一次模拟中使用数千个CPU内核。给出了一个应用实例,模拟了带偏转板的腔体周围的高速湍流。
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引用次数: 0
Algorithm of the Parallel Sweep Method for Numerical Solution of the Gross-Pitaevskii Equation with Highest Nonlinearities 最高非线性Gross-Pitaevskii方程数值解的平行扫描算法
Pub Date : 2018-12-01 DOI: 10.14529/JSFI180415
A. Bulygin
In this paper, we for the first time introduce a numerical scheme the solution of a nonlinear equation of the Gross–Pitaevskii type (GP) or the nonlinear Schrodinger equation (NLSE) with highest nonlinearities, which provides implementation of a complete set of motion integrals. This scheme was parallelly implemented on a non-uniform grid. Propagation of a ring laser beam with non-zero angular momentum in the filamentation mode is studied using the implemented numerical scheme. It is shown, that filaments under exposure to centrifugal forces escape to the periphery. Based on a number of numerical experiments, we have found the universal property of motion integrals in the non-conservative case for a given class of equations. Research of dynamics of angular momentum for a dissipative case are also presented. We found, that angular moment, particularly normed by initial energy during filamentation process, is quasi-constant.
本文首次引入了具有最高非线性的Gross-Pitaevskii型非线性方程(GP)或非线性薛定谔方程(NLSE)的一种数值格式,它提供了一套完整的运动积分的实现。该方案在非均匀网格上并行实现。利用实现的数值格式研究了非零角动量环形激光束在成丝模式下的传输。结果表明,在离心力作用下,细丝会向周围逸出。在大量数值实验的基础上,我们发现了一类给定方程在非保守情况下运动积分的通用性。对耗散情况下的角动量动力学进行了研究。我们发现,特别是在成丝过程中,角矩以初始能量为标准,是准常数。
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引用次数: 2
Adaptive Load Balancing in the Modified Mind Evolutionary Computation Algorithm 改进思维进化计算算法中的自适应负载平衡
Pub Date : 2018-12-01 DOI: 10.14529/jsfi180401
Maxim Sakharov, A. Karpenko
The paper presents an adaptive load balancing method for the modified parallel Mind Evolutionary Computation (MEC ) algorithm. The proposed method takes into account an objective function’s topology utilizing the information obtained during the landscape analysis stage as well as the information on available computational resources. The modified MEC algorithm and proposed static load balancing method are designed for loosely coupled parallel computing systems and imply a minimal number of interactions between computational nodes when solving global optimization problems. A description of the proposed method is presented in this work along with the results of computational experiments, which were carried out with a use of multi–dimensional benchmark functions of various classes. Obtained results demonstrate that an effective use of available computational resources in the proposed method helps finding a better solution comparing to the traditional parallel MEC algorithm balancing. Further development of the proposed method requires more advanced termination criteria in order to avoid excessive iterations.
针对改进的并行思维进化计算(MEC)算法,提出一种自适应负载均衡方法。该方法利用在景观分析阶段获得的信息以及可用计算资源的信息,考虑目标函数的拓扑结构。改进的MEC算法和提出的静态负载平衡方法是针对松散耦合的并行计算系统设计的,在求解全局优化问题时,使计算节点之间的交互次数最少。本文对所提出的方法进行了描述,并给出了计算实验的结果,这些实验是使用各种类别的多维基准函数进行的。结果表明,与传统的并行MEC平衡算法相比,该方法有效地利用了可用的计算资源,有助于找到更好的解决方案。该方法的进一步开发需要更高级的终止准则,以避免过度迭代。
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引用次数: 6
Benchmarking Quantum Chemistry Methods in Calculations of Electronic Excitations 电子激发计算中的基准量子化学方法
Pub Date : 2018-12-01 DOI: 10.14529/JSFI180405
B. Grigorenko, V. Mironov, Igor V. Polyakov, A. Nemukhin
Quantum chemistry methods are applied to obtain numerical solutions of the Schr¨odinger equation for molecular systems. Calculations of transitions between electronic states of large molecules present one of the greatest challenges in this field which require the use of supercomputer resources. In this work we describe the results of benchmark calculations of electronic excitation in the protein domains which were designed to engineer novel fluorescent markers operating in the near-infrared region. We demonstrate that such complex systems can be efficiently modeled with the hybrid qunatum mechanics/molecular mechanics approach (QM/MM) using the modern supercomputers. More specifically, the time-dependent density functional theory (TD-DFT) method was primarily tested with respect to its performance and accuracy. GAMESS (US) and NWChem software were benchmarked in direct and storage-based TDDFT calculations with the hybrid B3LYP density functional, both showing good scaling up to 32 nodes. We note that conventional SCF calculations greatly outperform direct SCF calculations for our test system. Accuracy of TD-DFT excitation energies was estimated by a comparison to the more accurate ab initio XMCQDPT2 method.
应用量子化学方法得到了分子体系薛定谔方程的数值解。计算大分子电子态之间的跃迁是该领域最大的挑战之一,需要使用超级计算机资源。在这项工作中,我们描述了蛋白质结构域电子激发的基准计算结果,这些计算旨在设计在近红外区域操作的新型荧光标记。我们证明了利用现代超级计算机可以有效地用量子力学/分子力学混合方法(QM/MM)对这类复杂系统进行建模。更具体地说,主要测试了时变密度泛函理论(TD-DFT)方法的性能和准确性。GAMESS (US)和NWChem软件在使用混合B3LYP密度函数的直接和基于存储的TDDFT计算中进行了基准测试,两者都显示出良好的扩展到32个节点。我们注意到,对于我们的测试系统,传统的SCF计算大大优于直接的SCF计算。通过与更精确的从头算XMCQDPT2方法的比较,估计了TD-DFT激发能的精度。
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引用次数: 5
Developing Quasi-Steady Model for Studying Hemostatic Response Using Supercomputer Technologies 利用超级计算机技术建立研究止血反应的准稳态模型
Pub Date : 2018-12-01 DOI: 10.14529/jsfi180406
Petr V. Trifanov, Valeriia N. Kaneva, S. Strijhak, M. Panteleev, F. Ataullakhanov, J. Dunster, V. Voevodin, D. Nechipurenko
Formation of the platelet plug represents a primary response to the vessel wall injury, but may also result in vessel occlusion. The decrease of the local blood flow due to platelet thrombus formation may lead to serious complications, such as ischemic stroke and myocardial infarction. However, mechanisms responsible for regulation of thrombus dynamics are not clear. In order to get a deeper insight into the role of blood flow and platelet interactions in the formation of the primary platelet plug we developed a particle-based model of microvascular thrombosis using quasisteady flow approximation. In order to simulate thrombus dynamics at physiologically relevant timescales of several minutes, we took advantage of the supercomputer technologies. Our in silico analysis revealed the importance of platelet size heterogeneity for describing experimental data on microvascular thrombus formation. Thus, our model represents a useful tool for the supercomputeraided computational analysis of thrombus dynamics in the microvessels on physiologically relevant timescales.
血小板栓的形成是对血管壁损伤的主要反应,但也可能导致血管闭塞。血小板血栓形成导致局部血流量减少,可导致严重的并发症,如缺血性卒中、心肌梗死等。然而,调控血栓动力学的机制尚不清楚。为了更深入地了解血流和血小板相互作用在初级血小板栓形成中的作用,我们使用准稳态血流近似开发了基于颗粒的微血管血栓形成模型。为了在几分钟的生理相关时间尺度上模拟血栓动力学,我们利用了超级计算机技术。我们的计算机分析揭示了血小板大小异质性对于描述微血管血栓形成的实验数据的重要性。因此,我们的模型代表了在生理学相关时间尺度上对微血管血栓动力学进行超级计算机辅助计算分析的有用工具。
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引用次数: 6
Performance Analysis of Different Computational Architectures: Molecular Dynamics in Application to Protein Assemblies, Illustrated by Microtubule and Electron Transfer Proteins 不同计算结构的性能分析:分子动力学在蛋白质组装中的应用,以微管和电子转移蛋白为例
Pub Date : 2018-12-01 DOI: 10.14529/jsfi180414
V. Fedorov, E. Kholina, I. Kovalenko, N. Gudimchuk
All-atom molecular dynamics simulation represents a computationally challenging, but powerful approach for studying conformational changes and interactions of biomolecules and their assemblies of different kinds. Usually, the numbers of simulated particles in modern molecular dynamics studies range from thousands to tens of millions, while the simulated timescales span from nanoseconds to microseconds. For cost and computation efficiency, it is important to determine the optimal computer hardware for simulations of biomolecular systems of different sizes and timescales. Here we compare performance and scalability of 17 commercially available computational architectures, using molecular dynamics simulations of water and two different protein systems in GROMACS-5 package as computing benchmarks. We report typical single-node performance of various combinations of modern CPUs and GPUs, as well as multiple-node performance of “Lomonosov-2” supercomputer in molecular dynamics simulations of different protein systems in nanoseconds per day. These data can be used as practical guidelines for selection of optimal computer hardware for various molecular dynamics simulation tasks.
全原子分子动力学模拟是研究不同种类生物分子及其组合的构象变化和相互作用的一种具有计算挑战性但功能强大的方法。在现代分子动力学研究中,通常模拟的粒子数从数千到数千万不等,模拟的时间尺度从纳秒到微秒不等。考虑到成本和计算效率,确定不同尺寸和时间尺度的生物分子系统模拟的最佳计算机硬件是很重要的。本文比较了17种商用计算架构的性能和可扩展性,使用GROMACS-5包中的水和两种不同蛋白质系统的分子动力学模拟作为计算基准。我们报告了现代cpu和gpu的各种组合的典型单节点性能,以及“Lomonosov-2”超级计算机在不同蛋白质系统的分子动力学模拟中的多节点性能(纳秒/天)。这些数据可以作为实际的指导方针,为各种分子动力学模拟任务选择最佳的计算机硬件。
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引用次数: 3
High Performance Computing of Magnetized Galactic Disks 磁化银河盘的高性能计算
Pub Date : 2018-12-01 DOI: 10.14529/JSFI180412
S. Khoperskov, Yulia A. Venichenko, S. Khrapov, E. Vasiliev
A parallel implementation of the magneto-hydrodynamical code for global modeling of the galactic evolution is reported. The code is parallelized by using MPI interface, and it shows ideal scaling up to 200–300 cores on Lomonosov supercomputer with fast interconnect. In the benchmarking of this code, we study the dynamics of a magnetized gaseous disk of a galaxy with a bar. We run a high-resolution 3D magnetohydrodynamic simulation taking into account the Milky Way-like gravitational potential, gas self-gravity and a network of cooling and heating processes in the interstellar medium. By using this simulation the evolution of morphology and enhancement of the magnetic field are explored. In agreement to hydrodynamical models, when the bar is strong enough, the gas develops sharp shocks at the leading side of the bar. In such a picture we found that when typically the magnetic field strength traces the location of the largescale shocks along the bar major axis, the magnetic field pressure weakens the shocks and reduces the inflow of gas towards the galactic center.
本文报道了用于银河系演化全局建模的磁流体动力学代码的并行实现。采用MPI接口对代码进行并行化处理,在快速互连的Lomonosov超级计算机上实现了200-300核的理想扩展。在这个代码的基准测试中,我们研究了一个带棒的星系磁化气体盘的动力学。我们运行了一个高分辨率的3D磁流体动力学模拟,考虑到银河系般的引力势,气体自引力和星际介质中的冷却和加热过程网络。通过模拟,探讨了磁场的形态演变和增强。与流体动力学模型一致的是,当气流棒足够强时,气体会在气流棒的前侧产生剧烈的冲击。在这样一幅图中,我们发现,当磁场强度沿着棒状长轴追踪大规模激波的位置时,磁场压力削弱了激波,减少了向银河系中心流入的气体。
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引用次数: 4
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Supercomput. Front. Innov.
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