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The new sea ice thermodynamics code for the INM RAS Earth System model: The design and comparison of one- and zero-dimensional approaches with the observational data INM-RAS地球系统模型的新海冰热力学代码:一维和零维方法的设计和与观测数据的比较
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2023-02-01 DOI: 10.1515/rnam-2023-0005
Sergey S. Petrov, Vladimir K. Zyuzin, N. Iakovlev
Abstract This work is devoted to the comparison of one- (1-D) and zero-dimensional (0-D) models of sea ice thermodynamics. 1-D thermodynamics solvers imply the solution of the diffusion equation with penetrating radiation in the moving domain (moving boundary problem), while 0-D implementations neglect the heat capacity of ice and penetrating radiation, that leads to a linear temperature profile by the construction. So far, some climate models use 0-D implementation of thermodynamics in a block of sea ice, while other models use 1-D implementation with a small number of nodes. In this work we present our fully implicit 0-D and 1-D version of snow–ice thermodynamics, which relieves the model of Courant-type time step constraints. Implicitness is achieved by the relaxation method for nonlinear heat capacity and thermal conductivity coefficients with simultaneous search for the temperature that satisfies the boundary conditions. We introduce the experiment with analytical forcing to compare evolution of temperature profiles. This model experiment shows that 0-D model underestimates ice thickness and overestimates the amplitude of temperature profile variation compared to 1-D solution. Despite the large differences in thickness and internal temperatures, the surface temperatures are very close. The models were also validated on the data of the SHEBA field experiment. According to comparison with observation data, the 0-D model predicts ice thickness and spatiotemporal temperature distribution much worse compared to 1-D model, but the amplitude of error in surface temperature is slightly greater for 0-D code. It can be concluded that 0-D model of sea ice thermodynamics is a good tool for predicting surface temperature, but it gives a large error in thickness and temperature distribution.
本文研究了海冰热力学的一维(1维)和零维(0维)模型的比较。一维热力学解算意味着在运动域(运动边界问题)中具有穿透辐射的扩散方程的解,而0-D实现忽略了冰和穿透辐射的热容,从而导致线性温度分布的构造。到目前为止,一些气候模型在一块海冰中使用0-D实现热力学,而其他模型使用少量节点的1-D实现。在这项工作中,我们提出了完全隐式的0-D和1-D版本的冰雪热力学,这减轻了courant型时间步长约束的模型。通过松弛法求解非线性热容系数和导热系数,同时寻找满足边界条件的温度,实现了隐式求解。我们介绍了用解析强迫的实验来比较温度分布的演变。模型实验表明,与一维模型相比,0-D模型低估了冰厚,高估了温度剖面变化幅度。尽管厚度和内部温度差异很大,但表面温度非常接近。并在SHEBA田间试验数据上对模型进行了验证。与实测数据比较,0-D模式对冰厚和时空温度分布的预测较1-D模式差很多,但0-D模式对地表温度的误差幅度略大。结果表明,0-D海冰热力学模型是预测海面温度的良好工具,但在厚度和温度分布上存在较大误差。
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引用次数: 0
Stochastic simulation of a signal on a photodetector matrix of a laser navigation system 激光导航系统光电探测器矩阵上信号的随机模拟
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2023-02-01 DOI: 10.1515/rnam-2023-0002
E. Kablukova, V. Oshlakov, S. Prigarin
Abstract Algorithms for stochastic simulation of the signal arriving at the photodetector matrix of the aircraft navigation system are constructed. During the operation of the aircraft landing navigation system, the laser beam of the navigation system coincides in its direction with the glide path determining safe landing. Two photodetector units placed on board of the aircraft determine the glide path position in the coordinate system of the aircraft, which allows one to adjust the position of the touch point on the runway in poor visibility conditions. In this case, the estimation of the power and angular distributions of radiation recorded by the receiver of the navigation system is a relevant problem. In addition, it is interesting to study the effect of scattering of various multiplicities on the recorded signal. The algorithms developed here are based on direct statistical modelling (estimation over collisions) and local estimates of the Monte Carlo method. The calculations show that the proposed methods allow us to evaluate the efficiency of the laser navigation system in various conditions.
摘要构造了飞机导航系统中到达光电探测器矩阵信号的随机仿真算法。在飞机着陆导航系统运行过程中,导航系统的激光束方向与决定飞机安全着陆的滑翔路径重合。放置在飞机上的两个光电探测器单元确定飞机在坐标系统中的滑行路径位置,这允许人们在能见度低的情况下调整跑道上触点的位置。在这种情况下,导航系统接收机记录的辐射的功率和角分布的估计是一个相关的问题。此外,还研究了不同倍数的散射对记录信号的影响。这里开发的算法是基于直接统计建模(碰撞估计)和蒙特卡罗方法的局部估计。计算结果表明,所提出的方法可以评估激光导航系统在各种条件下的效率。
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引用次数: 0
Sensitivity of functionals of the solution to a variational data assimilation problem with heat flux reconstruction for the sea thermodynamics model 海洋热力学模型热通量重建变分数据同化问题解的泛函敏感性
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-12-01 DOI: 10.1515/rnam-2022-0030
V. Shutyaev, E. Parmuzin
Abstract The problem of variational observation data assimilation is considered for the mathematical thermodynamics model developed at the Marchuk Institute of Numerical Mathematics of RAS with the aim to reconstruct the sea surface heat flux. The sensitivity of functionals of solutions to observation data is studied for the considered variational assimilation problem and the results of numerical experiments for the Black Sea dynamics problem are presented.
摘要针对英国科学院Marchuk数值数学研究所建立的海洋表面热通量重建数学热力学模型,考虑了变分观测资料同化问题。本文研究了变分同化问题解的泛函对观测数据的敏感性,并给出了黑海动力学问题的数值实验结果。
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引用次数: 1
Estimation of the average particle flux in a stochastically homogeneous medium by Monte Carlo method 用蒙特卡罗方法估计随机均匀介质中平均粒子通量
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-12-01 DOI: 10.1515/rnam-2022-0029
G. Lotova, G. A. Mikhailov
Abstract The paper is focused on the study of the superexponential growth of the average number of particles in a stochastically homogeneous propagating medium. A mosaic Voronoi field (‘mosaic’) is considered as a random density model. The notion of ‘effective’ correlation radius is introduced to compare the results with previously obtained estimates of superexponential parameters for a spherically symmetric layered mosaic. It is shown that transition from the layered random density model to a chaotic one preserving the correlation scale and one-dimensional distribution weakens the ‘superexponential’ property of the particle flux.
摘要本文主要研究在随机均匀传播介质中粒子平均数的超指数增长。马赛克Voronoi场(“马赛克”)被认为是一个随机密度模型。引入“有效”相关半径的概念,将结果与先前获得的球对称层状镶嵌的超指数参数估计值进行比较。结果表明,从分层随机密度模型到保持相关尺度和一维分布的混沌模型的转变削弱了粒子通量的“超指数”特性。
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引用次数: 0
Stochastic perturbation of tendencies and parameters of parameterizations in the global ensemble prediction system based on the SL-AV model 基于SL-AV模型的全球系综预测系统中趋势和参数化参数的随机扰动
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-12-01 DOI: 10.1515/rnam-2022-0027
K. Alipova, G. Goyman, M. Tolstykh, V. G. Mizyak, V. Rogutov
Abstract Algorithms for stochastic perturbation of parameters and tendencies of physical parameterizations for subgrid-scale processes are implemented into the ensemble prediction system. This system is based on the global semi-Lagrangian atmospheric model SL-AV with the resolution of 0.9 × 0.72 degrees in longitude and latitude, respectively, 96 vertical levels, and our implementation of the Local Ensemble Tranform Kalman Filter (LETKF). The use of stochastically perturbed parameterizations allows to generate ensembles with a significantly larger spread compared to one obtained with the method of static parameter perturbation. An improvement in the probabilistic estimates of the ensemble forecast for different seasons is shown.
在集成预测系统中实现了子网格尺度过程的参数随机扰动和物理参数化趋势的抽象算法。该系统基于经度和纬度分别为0.9×0.72度、96个垂直水平的全球半拉格朗日大气模型SL-AV,以及我们实现的局部集合变换卡尔曼滤波器(LETKF)。与用静态参数扰动方法获得的系综相比,随机扰动参数化的使用允许生成具有显著更大扩展的系综。显示了对不同季节的集合预测的概率估计的改进。
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引用次数: 0
INM-IM: INM RAS Earth ionosphere F region dynamical model INM- im: INM RAS地球电离层F区动力学模型
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-12-01 DOI: 10.1515/rnam-2022-0028
D. Kulyamin, P. A. Ostanin, V. Dymnikov
Abstract A new INM RAS global dynamical model of Earth’s ionosphere F region (100–500 km), which takes into account plasma-chemical processes, ambipolar diffusion, and advective ion transport due to electromagnetic drifts and neutral wind is presented. The model includes parameterizations of polar electric fields induced by magnetospheric convection and simplified equatorial drifts considerations. The focus of the paper is directed on the description of specific methods developed and utilized in the ionospheric model. Key processes responsible for the formation of global ionospheric features are outlined and their representation in the model is evaluated. The main global ionospheric characteristic features, such as seasonal and diurnal cycles, the equatorial ionization anomaly (EIA), polar ionization caps and the main trough have been adequately reproduced based on this model.
摘要提出了一个考虑等离子体化学过程、双极扩散以及电磁漂移和中性风引起的平流离子输运的地球电离层F区(100-500 km)全球动力学模型。该模型包括磁层对流引起的极电场的参数化和简化的赤道漂移考虑。本文的重点是描述电离层模型中开发和使用的具体方法。概述了全球电离层特征形成的关键过程,并对其在模型中的表示进行了评估。该模型充分再现了全球电离层的主要特征,如季节周期和日周期、赤道电离异常(EIA)、极地电离帽和主槽。
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引用次数: 1
Application of minimum description length criterion to assess the complexity of models in mathematical immunology 最小描述长度准则在数学免疫学模型复杂性评价中的应用
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-11-01 DOI: 10.1515/rnam-2022-0022
D. Grebennikov, V. V. Zheltkova, G. Bocharov
Abstract Mathematical models in immunology differ enormously in the dimensionality of the state space, the number of parameters and the parameterizations used to describe the immune processes. The ongoing diversification of the models needs to be complemented by rigorous ways to evaluate their complexity and select the parsimonious ones in relation to the data available/used for their calibration. A broadly applied metrics for ranking the models in mathematical immunology with respect to their complexity/parsimony is provided by the Akaike information criterion. In the present study, a computational framework is elaborated to characterize the complexity of mathematical models in immunology using a more general approach, namely, the Minimum Description Length criterion. It balances the model goodness-of-fit with the dimensionality and geometrical complexity of the model. Four representative models of the immune response to acute viral infection formulated with either ordinary or delay differential equations are studied. Essential numerical details enabling the assessment and ranking of the viral infection models include: (1) the optimization of the likelihood function, (2) the computation of the model sensitivity functions, (3) the evaluation of the Fisher information matrix and (4) the estimation of multidimensional integrals over the model parameter space.
免疫学中的数学模型在状态空间的维数、参数的数量和用于描述免疫过程的参数化方面存在很大差异。模型的不断多样化需要辅以严格的方法来评估其复杂性,并根据可获得/用于其校准的数据选择最简洁的模型。Akaike信息标准提供了一种广泛应用的数学免疫学模型复杂性/简约性排名指标。在本研究中,阐述了一个计算框架,使用更一般的方法来表征免疫学数学模型的复杂性,即最小描述长度标准。它平衡了模型的拟合优度与模型的维数和几何复杂性。研究了用常微分方程或时滞微分方程表述的急性病毒感染免疫反应的四个代表性模型。对病毒感染模型进行评估和排序的关键数值细节包括:(1)似然函数的优化;(2)模型灵敏度函数的计算;(3)Fisher信息矩阵的评估;(4)模型参数空间上多维积分的估计。
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引用次数: 2
Personalized computational estimation of relative change in coronary blood flow after percutaneous coronary intervention in short-term and long-term perspectives 短期和长期经皮冠状动脉介入治疗后冠状动脉血流相对变化的个性化计算估计
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-11-01 DOI: 10.1515/rnam-2022-0024
S. Simakov, T. Gamilov, A. Danilov, F. Liang, P. Chomakhidze, Mariam K. Gappoeva, Alina A. Rebrova, P. Kopylov
Abstract Coronary artery disease is the leading cause of mortality worldwide, accounting for 12.8% of all deaths. Although the clinical benefits of treating stenosis with percutaneous coronary intervention (PCI) have been extensively demonstrated, residual myocardial ischemia remains in about 30–50% of patients even after a formally successful PCI. We apply previously developed and validated 1D model of haemodynamics, which distributes terminal hydraulic resistance based on the diameters of the parent vessels and Murray’s law by a recursive algorithm. In our new model the terminal resistance is decreased according to a transmural perfusion ratio increase. In contrast to our previous work we calculate the transmural perfusion ratio for personally defined zones. Thus, peripheral hydraulic resistance of myocardial perfusion is personalized based on patient data, whichwere extracted from computed tomography perfusion images. The model serves as a computational tool for simulating pre- to post-PCI changes in coronary haemodynamics of four patients. We simulate fractional flow reserve (FFR), coronary flow reserve (CFR), instantaneous wave-free ratio (iFR), average flow in selected arteries in hyperemic and rest conditions before PCI and after PCI immediately after the surgery (in a short-term) and in a long-term (several months) perspectives. We conclude that high FFR and iFR values in short-term and long-term perspectives are not necessary correlate with CFR improvement and long-term blood flow recovery in coronary arteries.
冠状动脉疾病是世界范围内死亡的主要原因,占总死亡人数的12.8%。尽管经皮冠状动脉介入治疗狭窄的临床益处已被广泛证实,但即使在正式成功的PCI治疗后,仍有大约30-50%的患者存在残余心肌缺血。我们采用了先前开发和验证的一维血流动力学模型,该模型根据母血管直径和默里定律通过递归算法分配末端水力阻力。在我们的新模型中,终端电阻随着跨壁灌注比的增加而降低。与我们之前的工作相反,我们计算了个人定义区域的跨壁灌注比。因此,基于从计算机断层扫描灌注图像中提取的患者数据,可以个性化心肌灌注的周围水力阻力。该模型作为一种计算工具,用于模拟4例患者pci术前至术后冠状动脉血流动力学的变化。我们模拟血流储备分数(FFR),冠状动脉血流储备(CFR),瞬时无波比(iFR),在充血和休息条件下选定动脉的平均血流在PCI术前和术后立即(短期)和长期(几个月)的角度。我们得出结论,短期和长期来看,高FFR和iFR值与CFR改善和冠状动脉长期血流恢复没有必然的相关性。
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引用次数: 2
Computational mimicking of surgical leaflet suturing for virtual aortic valve neocuspidization 虚拟主动脉瓣新冠手术小叶缝合的计算模拟
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-11-01 DOI: 10.1515/rnam-2022-0023
A. Liogky
Abstract The aortic valve neocuspidization (AVNeo) procedure requires the design of patient-specific neo-cusps which can be made numerically through the neovalve closure modelling. Prior the simulation, it is required to ‘suture virtually’ the neocusps into the patient’s aortic geometry, i.e., to find such state in which the neocusps are placed in the aortic root lumen without intersections of physical surfaces and neo-valve prolapse, and the position of the suture boundary satisfies the boundary conditions. To solve this problem, we tried to mimic neocusps suturing in Ozaki’s operation. As a result, we propose a new algorithm for ‘virtual suturing’ of given neocusps, considered as thin shells. The approach is able to work with both small and large (compared to an optimal size) neocusps and to handle each cusp independently of the others.
摘要主动脉瓣新尖瓣切除术(AVNeo)需要设计特定于患者的新尖瓣,可以通过新瓣膜闭合模型进行数字制作。在模拟之前,需要将新叶“虚拟缝合”到患者的主动脉几何结构中,即找到这样的状态,即新叶被放置在主动脉根腔内,没有物理表面和新瓣膜脱垂的交叉,并且缝合边界的位置满足边界条件。为了解决这个问题,我们尝试在Ozaki的手术中模仿新冠缝合。因此,我们提出了一种新的算法来“虚拟缝合”给定的新冠,被认为是薄壳。该方法能够同时适用于小型和大型(与最佳尺寸相比)新冠,并独立于其他尖端处理每个尖端。
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引用次数: 0
Computational analysis of the impact of aortic bifurcation geometry to AAA haemodynamics 主动脉分叉几何形状对AAA血流动力学影响的计算分析
IF 0.6 4区 数学 Q2 Mathematics Pub Date : 2022-11-01 DOI: 10.1515/rnam-2022-0026
D. Tikhvinskii, Lema R. Merzhoeva, A. Chupakhin, A. Karpenko, D. Parshin
Abstract Abdominal aortic aneurysm is a widespread disease of cardiovascular system. Predicting a moment of its rupture is an important task for modern vascular surgery. At the same time, little attention is paid to the comorbidities, which are often the causes of severe postoperative complications or even death. This work is devoted to a numerical study of the haemodynamics of the model geometry for possible localizations of abdominal aortic aneurysm: on the aortic trunk or on its bifurcation. Both rigid and FSI numerical simulations are considered and compared with the model aortic configuration without aneurysm. It is shown that in the case of localization of the aneurysm on the bifurcation, the pressure in aorta increases upstream. Moreover, only in the case of a special geometry,when the radii of the iliac arteries are equal (r1 = r2), and the angle between them is 60 degrees, there is a linear relationship between the pressure in the aorta above the aneurysm and the size of the aneurysm itself: the slope of the straight line is in the interval a ∈ (0.003; 0.857), and the coefficient of determination is R2 ⩾ 0.75. The area bounded by the curve of the ‘pressure–velocity’ diagram for the values of velocity and pressure upstream in the presence of an aneurysm decreases compared to a healthy case (a vessel without an aneurysm). The simulation results in the rigid and FSI formulations agree qualitatively with each other. The obtained results provide a better understanding of the relationship between the geometrical parameters of the aneurysm and the changing of haemodynamics in the aortic bifurcation and its effect on the cardiovascular system upstream of the aneurysm.
摘要腹主动脉瘤是一种广泛存在的心血管系统疾病。预测其破裂时刻是现代血管外科的一项重要任务。同时,很少关注合并症,这些合并症往往是导致严重术后并发症甚至死亡的原因。这项工作致力于对腹主动脉瘤可能定位的模型几何结构的血液动力学进行数值研究:在主动脉干或其分叉处。考虑了刚性和FSI数值模拟,并与没有动脉瘤的模型主动脉结构进行了比较。结果表明,在动脉瘤位于分叉处的情况下,主动脉上游的压力增加。此外,只有在特殊几何形状的情况下,当髂动脉的半径相等(r1=r2),并且它们之间的角度为60度时,动脉瘤上方主动脉中的压力与动脉瘤本身的大小之间存在线性关系:直线的斜率在区间a∈(0.003;0.857)内,确定系数为r2⩾0.75。与健康病例(没有动脉瘤的血管)相比,存在动脉瘤的情况下,上游速度和压力值的“压力-速度”图曲线所限定的面积减少。刚性公式和FSI公式的模拟结果在质量上相互一致。所获得的结果更好地理解了动脉瘤的几何参数与主动脉分叉处血流动力学变化之间的关系及其对动脉瘤上游心血管系统的影响。
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引用次数: 0
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Russian Journal of Numerical Analysis and Mathematical Modelling
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