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Decoding Fluorescence Excitation-Emission Matrices of Carbon Dots Aqueous Solutions with Convolutional Neural Networks to Create Multimodal Nanosensor of Metal Ions 用卷积神经网络解码碳点水溶液的荧光激发-发射矩阵,创建金属离子多模态纳米传感器
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2024-01-17 DOI: 10.3103/s0027134923070287
O. E. Sarmanova, G. N. Chugreeva, K. A. Laptinskiy, S. A. Burikov, S. A. Dolenko, T. A. Dolenko

Abstract

In this study, to create a carbon dots-based multimodal nanosensor of metal ions, a new approach to solving the inverse problem of fluorescence spectroscopy is presented. The problem is to simultaneously determine the concentration of heavy metal ions Cr({}^{3+}), Ni({}^{2+}), Cu({}^{2+}), and nitrate anions NO({}^{-}_{3}) in water by carbon dots (CDs) fluorescence spectra. A method of spectral data augmentation is proposed. It is based on the generation of excitation-emission matrices of CDs fluorescence from the noise vector using variational autoencoders and further determination of ion concentration corresponding to the generated matrices with convolutional neural networks. Implementing the proposed approach allowed reducing the mean absolute error in determining the concentration of ions by 60(%) for Cr({}^{3+}), by 41(%) for Ni({}^{2+}), by 62(%) for Cu({}^{2+}), and by 48(%) for NO({}^{-}_{3}).

摘要 在本研究中,为了创建基于碳点的金属离子多模态纳米传感器,提出了一种解决荧光光谱逆问题的新方法。问题是通过碳点荧光光谱同时测定水中重金属离子 Cr({}^{3+}), Ni({}^{2+}), Cu({}^{2+}) 和硝酸根阴离子 NO({}^{-}_{3}) 的浓度。本文提出了一种光谱数据增强方法。该方法的基础是利用变异自动编码器从噪声矢量中生成碳点荧光的激发-发射矩阵,并利用卷积神经网络进一步确定与生成的矩阵相对应的离子浓度。采用所提出的方法可以将确定离子浓度的平均绝对误差减少60(%)(对于Cr({}^{3+})),减少41(%)(对于Ni({}^{2+})),减少62(%)(对于Cu({}^{2+})),减少48(%)(对于NO({}^{-}_{3}))。
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引用次数: 0
Characteristics of the Dineutron Periphery of the ({}^{mathbf{14}})C((boldsymbol{g.s.})) Nucleus, Manifesting in the Reaction ({}^{mathbf{12}})C((boldsymbol{t,p}))({}^{mathbf{14}})C 核外围的特征核,在反应中表现出来 ({}^{mathbf{12}})C((boldsymbol{t,p}))({}^{mathbf{14}})C
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050053
L. I. Galanina, N. S. Zelenskaya

The reaction ({}^{12}textrm{C}(t,p)^{14}textrm{C}) is used to study the neutron periphery of the ({}^{14}textrm{C}(g.s.)) nucleus. The experimental differential cross section of the reaction is compared with the theoretical one, taking into account the mechanisms of dineutron stripping and successive neutron transfer. The good agreement between the calculated cross section and the experimental one made it possible to determine the dineutron periphery configuration in the ground state of the ({}^{14})C nucleus. It has been shown that the dineutron periphery in ({}^{14})C represents a ‘‘skin’’ on the surface of the nucleus. The one-neutron cigar-shaped configuration, associated with the mechanism of independent neutron transfer, is quite extended.

反应({}^{12}textrm{C}(t,p)^{14}textrm{C})被用来研究({}^{14}textrm{C}(g.s.))核的中子外围。考虑到二中子剥离和连续中子转移的机制,将该反应的实验差分截面与理论截面进行了比较。计算截面与实验截面之间的良好一致性使得确定 ({}^{14})C 核基态中的二中子外围构型成为可能。研究表明,在 ({}^{14})C 核中的二中子外围代表了原子核表面的 "皮肤"。与独立中子转移机制相关的一中子雪茄形构型是相当扩展的。
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引用次数: 0
Hypernuclei and Neutron Stars with Charge Symmetry Breaking Hyperonic Potential 具有打破电荷对称性超子势的超核和中子星
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050090
D. E. Lanskoy, S. A. Mikheev, S. V. Sidorov, T. Yu. Tretyakova

In this paper, we propose a method of taking charge symmetry breaking (CSB) in hypernuclei and neutron stars into account within the framework of the Hartree–Fock approach with Skyrme interaction. The parameters of the contribution of (Lambda N)-Skyrme force leading to CSB are derived from the corresponding parameters of the hyperon-nucleon interaction in the meson exchange models. Based on the obtained parameters, the effect of charge symmetry breaking on the hyperon binding energy in carbon hypernuclei is analyzed. The effect of charge symmetry breaking on the characteristics of neutron stars, such as their maximum mass and radii, is considered for the first time.

本文提出了一种在哈特里-福克方法框架内考虑超核和中子星中电荷对称破缺(CSB)的方法。从介子交换模型中超子-核子相互作用的相应参数导出了导致CSB的(Lambda N)-Skyrme力的贡献参数。根据得到的参数,分析了电荷对称性破缺对碳超核中超子结合能的影响。首次考虑了电荷对称性破缺对中子星特性(如最大质量和半径)的影响。
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引用次数: 0
Effect of Underwater Relief on the Dynamics of the Autumnal Thermal Bar 水下浮力对秋季热压带动态的影响
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S002713492305017X
B. O. Tsydenov

Through numerical modelling techniques, data were obtained on how underwater slopes influence the dynamics of a thermal bar and the related circulations during the water body’s autumn cooling. Different geometries of the bottom topography were analyzed, aligning with configurations such as ‘‘gentle slope,’’ ‘‘stepped profile,’’ ‘‘trench,’’ and ‘‘steep slope.’’ It was determined that in the autumn, the flow structure, the formation timeframes, and the thermal bar propagation speed are significantly influenced by the morphological features of the lake bottom.

通过数值模拟技术,获得了水下斜坡在水体秋季降温期间如何影响热压条动态及相关环流的数据。分析了水底地形的不同几何形状,包括 "缓坡"、"阶梯状剖面"、"沟槽 "和 "陡坡"。结果表明,在秋季,湖底形态特征对水流结构、形成时间和热力条传播速度有显著影响。
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引用次数: 0
Molecular Modelling of Pro-Gly Glyproline and Its Complexes Pro-Gly 甘脯氨酸及其复合物的分子建模
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050077
L. I. Ismailova, G. A. Akverdieva, S. D. Demukhamedova, N. A. Akhmedov

In the present work, Pro-Gly glyproline and its biologically active complexes with heparin and with the antithrombin-heparin protein complex have been studied using molecular modelling methods. This molecule is used as a drug and exhibits antithrombotic, anticoagulant immunomodulatory, antiulcer, and antidiabetic effects. The conformational profiles of the dipeptide were studied within the molecular mechanics framework, the geometry and energy of intra- and interresidual interactions were estimated for the most stable states of the investigated dipeptide. A comparative analysis of the extended and folded structures of this molecule optimized by the DFT/B3LYP/6-31 (+) G(d,p) method was carried out, the frontier molecular orbitals were calculated, the surface of the molecular electrostatic potential was studied, the effective charges on the atoms were determined, and the dipole moment and polarizability values were calculated. Molecular docking revealed that the folded structure of Pro-Gly glyproline showed a higher affinity value for both heparin and the antithrombin-heparin protein complex. A model of the pharmacophore of the Pro-Gly molecule for its interaction with a specific receptor was proposed. The obtained data form the basis for the development of effective analogs of glyprolines in the complex with heparin, which are more specific concerning their putative target—antithrombin.

本研究采用分子建模方法对 Pro-Gly 甘脯氨酸及其与肝素和抗凝血酶-肝素蛋白复合物的生物活性复合物进行了研究。这种分子被用作药物,具有抗血栓、抗凝血、免疫调节、抗溃疡和抗糖尿病等作用。在分子力学框架内研究了二肽的构象轮廓,估算了所研究的二肽最稳定状态的几何形状以及残留内和残留间相互作用的能量。对通过 DFT/B3LYP/6-31 (+) G(d,p) 方法优化的该分子的扩展结构和折叠结构进行了比较分析,计算了前沿分子轨道,研究了分子静电位表面,确定了原子上的有效电荷,并计算了偶极矩和极化率值。分子对接显示,Pro-Gly glyproline 的折叠结构对肝素和抗凝血酶-肝素蛋白复合物都显示出更高的亲和值。提出了 Pro-Gly 分子与特定受体相互作用的药理模型。所获得的数据为开发与肝素复合的有效甘脯氨酸类似物奠定了基础,这些类似物对其假定靶标抗凝血酶具有更强的特异性。
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引用次数: 0
Cauchy Problem for a Singularly Perturbed Delay Equation 奇异扰动延迟方程的考奇问题
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050107
N. T. Levashova, N. A. Mikheev

In the study, the Cauchy problem for a singularly perturbed first-order ordinary differential equation is considered, with, generally speaking, a nonlinear right-hand side that depends not only on the desired function but also on this same function taken with a time delay. The problem under consideration is singularly perturbed due to the presence of a small parameter in front of the time derivative. For such problems, solutions that possess a large gradient in the vicinity of the initial time moment and in the vicinity of the moment equal to the delay time are typical. The aim of the work is to construct an asymptotic approximation and to prove the existence of a smooth solution to the problem.

本研究考虑了奇异扰动一阶常微分方程的考奇问题,一般来说,该问题的非线性右边不仅取决于期望函数,还取决于该函数的时间延迟。由于时间导数前面存在一个小参数,因此所考虑的问题具有奇异扰动性。对于这类问题,在初始时间时刻附近和等于延迟时间的时刻附近具有较大梯度的解是典型的。这项工作的目的是构建一个渐近近似值,并证明该问题存在一个平滑解。
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引用次数: 0
Phenomenological Models of Ferroelastics with a Fully Symmetric Order Parameter: Classification by Methods of Equivariant Catastrophe Theory 具有完全对称阶参数的铁氧体现象学模型:用等变灾难理论方法进行分类
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050144
S. V. Pavlov

Using the methods of the catastrophe theory, which take into account the symmetry of the thermodynamic system, phenomenological models of phase transitions in proper and pseudoproper ferroelastics have been constructed for interacting order parameters, one of which is fully symmetric, invariant with respect to all symmetry transformations of the crystal. A classification of models based on the number of control parameters, which depend on external thermodynamic conditions, has been carried out. A phase diagram of one of the models has been constructed, and the theoretical temperature dependence of the heat capacity has been calculated. The comparison of theoretical and experimental data showed satisfactory qualitative agreement.

利用考虑到热力学系统对称性的灾变理论方法,为相互作用的阶次参数(其中一个阶次参数是完全对称的,对晶体的所有对称变换都是不变的)构建了适当和假适当铁氧体相变的现象学模型。根据取决于外部热力学条件的控制参数数量对模型进行了分类。构建了其中一个模型的相图,并计算了热容量的理论温度依赖性。理论数据和实验数据的比较显示出令人满意的定性一致。
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引用次数: 0
Vacuum Polarization in the Cosmic-String Background 宇宙弦背景中的真空极化
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050065
Y. V. Grats, P. Spirin

Within the framework of one-loop quantum gravity, we consider the vacuum polarization effect of the minimally-coupled massive scalar field near the infinitely-thin straight cosmic string. It is shown that the massive-field relative contribution to the renormalized vacuum mean of the energy density becomes negligible at a distance of several Compton lengths.

在一环量子引力框架内,我们考虑了无限细直宇宙弦附近最小耦合大质量标量场的真空极化效应。研究表明,大质量场对能量密度的重正化真空均值的相对贡献在几个康普顿长度的距离内变得可以忽略不计。
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引用次数: 0
Separation of Quark and Gluon Jets in Heavy Ion Collisions at High Energies 高能量下重离子碰撞中夸克和胶子射流的分离
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050120
S. V. Obraztsov, O. L. Kodolova

The possibility of separating quark and gluon jets in heavy ion collisions, both in the presence of the jet quenching effect and in its absence, has been investigated. Using machine learning methods, a technique has been developed to recover the fraction of quark and gluon jets, using variables characterizing the shape, multiplicity, and charge of the jet. The potential of using these variables to study the characteristics of the dense medium that arises during high-energy ion collisions has been demonstrated.

我们研究了在存在和不存在射流淬灭效应的重离子碰撞中分离夸克和胶子射流的可能性。利用机器学习方法,我们开发了一种技术,利用描述射流形状、倍率和电荷特征的变量来恢复夸克和胶子射流的分数。利用这些变量来研究高能离子碰撞过程中产生的致密介质特征的潜力已经得到证实。
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引用次数: 0
On the Stability of the Dislocation Structure of Speckle Fields 论斑点场位错结构的稳定性
IF 0.3 4区 物理与天体物理 Q4 Physics and Astronomy Pub Date : 2023-12-03 DOI: 10.3103/S0027134923050181
A. M. Zotov, P. V. Korolenko

The features of propagation in free space of light beams with a dislocation structure of the wavefront are considered. The stability to the influence of diffraction of small-scale dislocation systems providing spatial superresolution is analyzed. Based on a comparison of the characteristics of various dislocation formations, a conclusion is made about the greatest structural stability of systems with special type screw dislocations. Such dislocations can be obtained by azimuthal rotation of edge dislocations characterized by a sharp phase jump of light oscillations along the singular line. The obtained results will find application in optimizing the characteristics of optical devices with ultrahigh spatial resolution, as well as in developing software for the operation of spatial light modulators forming beams with a specified amplitude-phase profile.

研究考虑了波面具有位错结构的光束在自由空间传播的特点。分析了提供空间超分辨率的小尺度位错系统对衍射影响的稳定性。根据对各种位错形成特征的比较,得出了具有特殊螺钉位错的系统具有最大结构稳定性的结论。这种位错可通过边缘位错的方位旋转获得,其特点是沿奇异线的光振荡具有急剧的相位跃迁。所获得的结果将应用于优化具有超高空间分辨率的光学设备的特性,以及开发空间光调制器的操作软件,以形成具有特定振幅-相位轮廓的光束。
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引用次数: 0
期刊
Moscow University Physics Bulletin
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