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Assyr Abdulle Grigorios A. Pavliotis Gilles Vilmart 《Comptes Rendus Mathematique》2019,357(4):349-354
In this paper, we propose a new approach for sampling from probability measures in, possibly, high-dimensional spaces. By perturbing the standard overdamped Langevin dynamics by a suitable Stratonovich perturbation that preserves the invariant measure of the original system, we show that accelerated convergence to equilibrium and reduced asymptotic variance can be achieved, leading, thus, to a computationally advantageous sampling algorithm. The new perturbed Langevin dynamics is reversible with respect to the target probability measure and, consequently, does not suffer from the drawbacks of the nonreversible Langevin samplers that were introduced in C.-R. Hwang et al. (1993) [1] and studied in, e.g., T. Lelièvre et al. (2013) [2] and A.B. Duncan et al. (2016) [3], while retaining all of their advantages in terms of accelerated convergence and reduced asymptotic variance. In particular, the reversibility of the dynamics ensures that there is no oscillatory transient behaviour. The improved performance of the proposed methodology, in comparison to the standard overdamped Langevin dynamics and its nonreversible perturbation, is illustrated on an example of sampling from a two-dimensional warped Gaussian target distribution. 相似文献
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Durán-Olivencia Miguel A. Gvalani Rishabh S. Kalliadasis Serafim Pavliotis Grigorios A. 《Journal of statistical physics》2019,174(3):579-604
Journal of Statistical Physics - Thin liquid films are ubiquitous in natural phenomena and technological applications. They have been extensively studied via deterministic hydrodynamic equations,... 相似文献
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利用有限域上奇异伪辛几何构作了一个新的具有仲裁的认证码,计算了这个码的参数,当发方编码规则和收方解码规则按等概率分布选取时,计算出各种攻击成功的概率. 相似文献
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用本实验室合成的Ca0.80Zn0.20Te多晶料为原料,采用改进的布里奇曼法在镀碳和未镀碳的石英安瓿中生长出Ca0.80Zn0.20Te晶锭。使用X射线衍射仪对合成产物及晶锭进行了分析,生长晶体的X射线衍射峰尖锐,摇摆谱对称,表明晶锭的结晶性能较好;用IRPrestige-21红外光谱仪分析了晶体的红外透射光谱,测试结果表明安瓿镀碳后生长的晶体位错密度小,均匀性较好,电阻率优于未镀碳安瓿生长的晶体;晶体的蚀坑密度在10^3-10^4cm^-2之间,比未镀碳安瓿生长的晶体低1个数量级。 相似文献
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E. GAŁDECKA Z. GAŁDECKI J. CYBIŃSKA R. J. WIGLUSZ V. AMIRKHANOV J. LEGENDZIEWICZ 《Molecular physics》2013,111(7):1015-1027
A series of lanthanide compounds of type Ln(NCS)(HMPA)4,(μ-SCN)2HgCl(SCN) (Ln = Pr, Nd, Eu) were synthesized and grown in the form of single crystals. The crystal structure of the neodymium complex was determined by X-ray diffraction. Its space group is Cc, with the following unit cell parameters; a = 17.338(3) Å, b = 15.795(3) Å, c = 21.828(4) Å, β = 107.65(3)°. The structure has an unexpected architecture in which one Cl? ion, four SCN? ions, and four oxygen atoms of HMPA groups are engaged in the metal ion coordination. The binuclear complex is composed of two types of subunits; seven coordinated Nd (III) and four coordinated Hg (II). The results obtained were compared with the earlier published data on the crystal structures of polynuclear complexes with ions of the IIa group (Zn or Cd). Luminescence, excitation of luminescence and absorption spectra of lanthanide (Pr, Nd, Eu) single crystals, as well as vibrational IR and Raman spectra at 293, 77 and 4K, were recorded. Non-trivial results of reabsorption of the d-level of Pr(III) emission by 3H4 → 3 PJ, 1D2 transitions were observed with simultaneous detection of emission from the 3P0 level after excitation in the UV region. The experimental oscillator strengths of the transitions were determined from the absorption spectra and parametrized in terms of the Judd-Ofelt intensity parameters Ωλ (λ = 2, 4, 6). Satisfactory results for the calculation with low errors of estimation of the parameters were obtained for a crystal of the Nd-Hg compound, which reproduced the intensities of the electronic transitions well. Positive values of Ωλ were evaluated for Pr(III) after including the 3H4 → 3F2 hypersensitive transition (obeying selection rules δJ = 2, δL = 2) in the calculations. Based on the above results, the radiative rate constant can be determined. Strong vibronic components were found in the low temperature spectra for both types of ligands involved in metal ion coordination. The vibronic transitions are mainly associated with modes of groups directly coordinated to the metal ions. Electron-phonon coupling including the resonant vibronic effect was analysed based on IR and Raman data. Magnetic susceptibility measurements were carried out down to 1.7 K. Correlation of the spectra and magnetic properties with details of the structure of the title compound was studied. 相似文献
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We consider non-reversible perturbations of reversible diffusions that do not alter the invariant distribution and we ask whether there exists an optimal perturbation such that the rate of convergence to equilibrium is maximized. We solve this problem for the case of linear drift by proving the existence of such optimal perturbations and by providing an easily implementable algorithm for constructing them. We discuss in particular the role of the prefactor in the exponential convergence estimate. Our rigorous results are illustrated by numerical experiments. 相似文献
50.
轴对称压—弯下圆板中圆脱层的后屈曲扩展 总被引:1,自引:1,他引:1
本文分析了周边承受轴对称压一弯载荷的圆板中薄圆脱层的后屈曲扩展.运用基于四阶龙格-库塔积分公式的打靶法得到无量纲形式Von Karman非线性方程组的单参数解族.利用与路径无关的M积分导出能量释放率表达式并给出相应的数值解.文中还探讨了分叉、跳跃及扩展的可能性. 相似文献