970 results on '"Poisson's equation"'
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2. Non-overlapping, Schwarz-type domain decomposition method for physics and equality constrained artificial neural networks
- Author
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Hu, Qifeng, Basir, Shamsulhaq, and Senocak, Inanc
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- 2025
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3. Macroscopic stress, couple stress and flux tensors derived through energetic equivalence from microscopic continuous and discrete heterogeneous finite representative volumes
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Eliáš, Jan and Cusatis, Gianluca
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- 2025
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4. A difference finite element method based on the conforming P1(x,y)×Q1(z,s) element for the 4D Poisson equation.
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Liu, Yaru, He, Yinnian, Sheen, Dongwoo, and Feng, Xinlong
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FINITE difference method , *FINITE element method , *DIFFERENCE equations , *ERROR functions , *EQUATIONS , *POISSON'S equation - Abstract
This paper proposes a difference finite element method (DFEM) for solving the Poisson equation in the four-dimensional (4D) domain Ω. The method combines finite difference discretization based on the Q 1 -element in the third and fourth directions with finite element discretization based on the P 1 -element in the other directions. In this way, the numerical solution of the 4D Poisson equation can be transformed into a series of finite element solutions of the 2D Poisson equation. Moreover, we prove that the DFE solution u H satisfies H 1 -stability, and the error function u H − u achieves first-order convergence under the H 1 -error. Finally, we provide three numerical examples to verify the accuracy and efficiency of the method. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Exact Solution to Bratu Second Order Differential Equation.
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Szewczyk, Adam R.
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POISSON'S equation , *NONLINEAR differential equations , *DIFFERENTIAL equations , *COMPUTER systems , *COMBUSTION , *SYMBOLIC computation - Abstract
This paper deals with the temperature profile of a simple combustion and presents the alternative exact formulas for the temperature profile of the planar vessel. The differential equation that describes this system is referred as a Bratu equation or Poisson's equation in one-dimensional steady state case. In this present study, new solutions with general boundary conditions are developed. The results are compared with numerical solutions using Maxima, a computer algebra system program capable of numerical and symbolic computation. The new solutions yield formula that may provide a valuable information about relationship between terms, variables and coefficients which can be useful for theoretical physics. [ABSTRACT FROM AUTHOR]
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- 2024
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6. A novel and simple spectral method for nonlocal PDEs with the fractional Laplacian.
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Zhou, Shiping and Zhang, Yanzhi
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TOEPLITZ matrices , *DISCRETE Fourier transforms , *NUMERICAL analysis , *FOURIER transforms , *SEPARATION of variables , *POISSON'S equation , *COMPUTATIONAL complexity - Abstract
We propose a novel and simple spectral method based on the semi-discrete Fourier transforms to discretize the fractional Laplacian (− Δ) α 2 . Numerical analysis and experiments are provided to study its performance. Our method has the same symbol | ξ | α as the fractional Laplacian (− Δ) α 2 at the discrete level, and thus it can be viewed as the exact discrete analogue of the fractional Laplacian. This unique feature distinguishes our method from other existing methods for the fractional Laplacian. Note that our method is different from the Fourier pseudospectral methods in the literature which are usually limited to periodic boundary conditions (see Remark 1.1). Numerical analysis shows that our method can achieve a spectral accuracy. The stability and convergence of our method in solving the fractional Poisson equations were analyzed. Our scheme yields a multilevel Toeplitz stiffness matrix, and thus fast algorithms can be developed for efficient matrix-vector multiplications. The computational complexity is O (2 N log (2 N)) , and the memory storage is O (N) with N the total number of points. Extensive numerical experiments verify our analytical results and demonstrate the effectiveness of our method in solving various problems. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Efficient truncated randomized SVD for mesh-free kernel methods.
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Noorizadegan, A., Chen, C.-S., Cavoretto, R., and De Rossi, A.
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RADIAL basis functions , *POISSON'S equation , *PARTIAL differential equations , *INTERPOLATION algorithms , *SINGULAR value decomposition , *DATA mining , *SCIENTIFIC community - Abstract
This paper explores the utilization of randomized SVD (rSVD) in the context of kernel matrices arising from radial basis functions (RBFs) for the purpose of solving interpolation and Poisson problems. We propose a truncated version of rSVD, called trSVD, which yields a stable solution with a reduced condition number in comparison to the non-truncated variant, particularly when manipulating the scale or shape parameter of RBFs. Notably, trSVD exhibits exceptional proficiency in capturing the most significant singular values, enabling the extraction of critical information from the data. When compared to the conventional truncated SVD (tSVD), trSVD achieves comparable accuracy while demonstrating improved efficiency. Furthermore, we explore the potential of trSVD by employing scale parameter strategies, such as leave-one-out cross-validation and effective condition number. Then, we apply trSVD to solve a 2D Poisson equation, thereby showcasing its efficacy in handling partial differential equations. In summary, this study offers an efficient and accurate solver for RBF problems, demonstrating its practical applicability. The code implementation is provided to the scientific community for their access and reference. [ABSTRACT FROM AUTHOR]
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- 2024
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8. Matrix-oriented FEM formulation for reaction-diffusion PDEs on a large class of 2D domains.
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Frittelli, Massimo and Sgura, Ivonne
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PARABOLIC differential equations , *ELLIPTIC differential equations , *SYLVESTER matrix equations , *REACTION-diffusion equations , *POISSON'S equation , *EULER method , *HEAT equation - Abstract
For the spatial discretization of elliptic and parabolic partial differential equations (PDEs), we provide a Matrix-Oriented formulation of the classical Finite Element Method, called MO-FEM, of arbitrary order k ∈ N. On a quite general class of 2D domains, namely separable domains , and even on special surfaces, the discrete problem is then reformulated as a multiterm Sylvester matrix equation where the additional terms account for the geometric contribution of the domain shape. By considering the IMEX Euler method for the PDE time discretization, we obtain a sequence of these equations. To solve each multiterm Sylvester equation, we apply the matrix-oriented form of the Preconditioned Conjugate Gradient (MO-PCG) method with a matrix-oriented preconditioner that captures the spectral properties of the Sylvester operator. Solving the Poisson problem and the heat equation on some separable domains by MO-FEM-PCG, we show a gain in computational time and memory occupation wrt the classical vector PCG with same preconditioning or wrt a LU based direct method. As an application, we show the advantages of the MO-FEM-PCG to approximate Turing patterns on some separable domains and cylindrical surfaces for a morphochemical reaction-diffusion PDE system for battery modelling. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Modal analysis for incompressible fluid flow.
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Ishikawa, Satoshi, Yamaoka, Takaaki, and Kijimoto, Shinya
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INCOMPRESSIBLE flow , *FLUID flow , *POISSON'S equation , *COMPUTATIONAL fluid dynamics , *MODAL analysis - Abstract
This paper presents a numerical method for incompressible fluid flow. A difficulty in analyzing incompressible fluid flow is that the continuity equation has no time evolution term. In the marker and cell (MAC) method, Poisson's equation is solved iteratively, which takes most of the computation time, and in the artificial compressibility method (ACM), pseudo-time iteration is necessary to solve for unsteady solutions. Here, modal analysis that uses the velocity eigenvectors corresponding to zero eigenvalues is proposed for analyzing two-dimensional incompressible fluid flow. The proposed method involves only about one third of the number of variables needed in the MAC method and the ACM, and it does not require iterative calculation of Poisson's equation or pseudo-time iteration. Numerical results for a simple flow system and a cavity flow obtained using the proposed method are compared with those obtained using the ACM and the simplified MAC method. The results agree well, thereby validating the proposed modal analysis. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Time–space fractional Euler–Poisson–Darboux equation with Bessel fractional derivative in infinite and finite domains.
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Ansari, Alireza and Derakhshan, Mohammad Hossein
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POISSON'S equation , *SPHERICAL coordinates , *OPERATOR equations , *TRANSFER matrix , *EQUATIONS , *LAPLACIAN operator - Abstract
In this paper, we study the time-fractional Euler–Poisson–Darboux equation with the Bessel fractional derivative. The Laplacian operator of this equation is considered in the ordinary and fractional derivatives and also in different coordinates. For the multi-dimensional Euler–Poisson–Darboux equation in the infinite domain (the whole space), we use the joint modified Meijer–Fourier transforms and establish a complex inversion formula for deriving the fundamental solution. The fractional moment of this solution is also presented in different dimensions. For studying the time-fractional Euler–Poisson–Darboux equation by the numerical methods in finite domain, we sketch the semi- and fully-discrete methods along with the matrix transfer technique to analyze the equation with fractional Laplacian operators in the cartesian, polar and spherical coordinates. The associated error and convergence theorems are also discussed. The illustrative examples are finally presented to verify our results in different coordinates. [ABSTRACT FROM AUTHOR]
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- 2024
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11. An implicit-in-time DPG formulation of the 1D1V Vlasov-Poisson equations.
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Roberts, Nathan V., Miller, Sean T., Bond, Stephen D., and Cyr, Eric C.
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VLASOV equation , *PLASMA physics , *MAXWELL equations , *POISSON'S equation , *EQUATIONS , *CAMELLIAS - Abstract
Efficient solution of the Vlasov equation, which can be up to six-dimensional, is key to the simulation of many difficult problems in plasma physics. The discontinuous Petrov-Galerkin (DPG) finite element methodology provides a framework for the development of stable (in the sense of Ladyzhenskaya–Babuška–Brezzi conditions) finite element formulations, with built-in mechanisms for adaptivity. While DPG has been studied extensively in the context of steady-state problems and to a lesser extent with space-time discretizations of transient problems, relatively little attention has been paid to time-marching approaches. In the present work, we study a first application of time-marching DPG to the Vlasov equation, using backward Euler for a Vlasov-Poisson discretization. We demonstrate adaptive mesh refinement for two problems: the two-stream instability problem, and a cold diode problem. We believe the present work is novel both in its application of unstructured adaptive mesh refinement (as opposed to block-structured adaptivity, which has been studied previously) in the context of Vlasov-Poisson, as well as in its application of DPG to the Vlasov-Poisson system. We also discuss extensive additions to the Camellia library in support of both the present formulation as well as extensions to higher dimensions, Maxwell equations, and space-time formulations. [ABSTRACT FROM AUTHOR]
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- 2024
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12. A new meshless local integral equation method.
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Hosseinzadeh, Hossein and Shirzadi, Ahmad
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INTEGRAL equations , *POISSON'S equation , *INTEGRAL domains , *FINITE differences , *KERNEL functions - Abstract
This paper proposes a novel meshless local integral equation (LIE) method for numerical solutions of two and three-dimensional Poisson equations. The proposed method can be regarded as a new variant of the meshless local Petrov-Galerkin (MLPG) method which already has six variants, and so the proposed method can be called MLPG7. A variant of MLPG called local boundary integral equation (LBIE) method, uses a localized fundamental solution of Laplace equation as test function. This test function vanishes on local boundaries and therefore, the derived local equations do not involve the gradient of field variables. The motivation for new formulation is using an average of LBIE equation over radius of local sub-domains instead of a single sub-domain. A new kernel is introduced which is a new modification of fundamental solutions of Laplace equation. It is proved that using the new kernel as test function leads to the same local equations as averaging. Infact, the new formulation is a modification of the LBIE method for which the boundary integral is replaced with a domain integral. It is proved that new local weak formulation is equivalent with strong form. The convergence of the method for the case of regularly spaced nodal points is proved. For trial approximation, this paper uses Gaussian radial basis functions (Gaussian RBF), however, derivative free property of the method allows the use of any non-differentiable basis functions. Stability and convergence of the method are numerically studied by considering both 2D and 3D problems with regular and irregular nodal points. The method is compared with LBIE, finite differences (FD) and RBF-FD methods and the numerical results reveal the significance of the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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13. A new Poisson-type equation applicable to the three-dimensional non-hydrostatic model in the framework of the discontinuous Galerkin method.
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Ran, Guoquan, Zhang, Qinghe, Shi, Gaochuang, and Li, Xia
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POISSON'S equation , *THREE-dimensional modeling , *ELLIPTIC operators , *WAVE diffraction , *STANDING waves , *EQUATIONS , *GALERKIN methods , *SPECTRAL element method - Abstract
In this study, a new Poisson-type equation for non-hydrostatic pressure in terrain-following σ -coordinates is proposed. The resulting equation consists of a standard elliptic operator and other first-order operators for non-hydrostatic pressure. Compared with the original Poisson-type equation, the treatment of the boundary condition at the lateral boundary can be simplified. Numerical tests indicate that the reformulated Poisson-type equation shows better convergence properties than the original equation when the quadrature-free nodal discontinuous Galerkin method is adopted for numerical discretization. Additionally, for the standing wave case, the numerical error of the three-dimensional non-hydrostatic model with the reformulated Poisson equation is smaller than that with the original equation, the numerical results of the solitary wave case indicate that the dissipation of the three-dimensional non-hydrostatic model is small, and transformation of wave over a circular shoal indicates that the developed model can properly simulate combined wave refraction and diffraction. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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14. Error analysis of a novel discontinuous Galerkin method for the two-dimensional Poisson's equation.
- Author
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Temimi, Helmi
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POISSON'S equation , *GALERKIN methods , *ORDINARY differential equations , *FINITE element method , *FLUX pinning , *ERROR analysis in mathematics - Abstract
In this paper, we develop a novel discontinuous Galerkin (DG) finite element method for solving the Poisson's equation u x x + u y y = f (x , y) on Cartesian grids. The proposed method consists of first applying the standard DG method in the x -spatial variable leading to a system of ordinary differential equations (ODEs) in the y -variable. Then, using the method of line, the DG method is directly applied to discretize the resulting system of ODEs. In fact, we propose a fully DG scheme that uses p -th and q -th degree DG methods in the x and y variables, respectively. We show that, under proper choices of numerical fluxes, the method achieves optimal convergence rate in the L 2 -norm of O (h p + 1) + O (k q + 1) for the DG solution, where h and k denote, respectively, the mesh step sizes for the x and y variables. Our theoretical results are validated through several numerical experiments. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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15. Additive Poisson regression via forced categorical covariates and generalized fused Lasso.
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Yamamura, Mariko, Ohishi, Mineaki, and Yanagihara, Hirokazu
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POISSON regression ,REGRESSION analysis ,ADDITIVES ,POISSON'S equation - Abstract
In this study, we use the log-linear link function and propose a generalized fused Lasso (GFL) Poisson regression model in which the nonlinear trend is discretely represented by categorical covariates in the additive model. We use the coordinate descent algorithm for the estimation and show that the optimal solution in a coordinate axis can be found explicitly. To demonstrate the proposed approach, we analyze Japanese crime data. Simulation results showed a fitness ratio for true fusion to be more than 90% in total, demonstrating the reliability of the estimates. [ABSTRACT FROM AUTHOR]
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- 2023
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16. Uniqueness' failure for the finite element Cauchy-Poisson's problem.
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Ben Belgacem, F., Jelassi, F., and Girault, V.
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POISSON'S equation , *GRAPH theory , *FINITE element method , *OPERATOR equations - Abstract
We focus on the ill posed data completion problem and its finite element approximation, when recast via the variational duplication Kohn–Vogelius artifice and the condensation Steklov–Poincaré operators. We try to understand the useful hidden features of both exact and discrete problems. When discretized with finite elements of degree one, the discrete and exact problems behave in diametrically opposite ways. Indeed, existence of the discrete solution is always guaranteed while its uniqueness may be lost. In contrast, the solution of the exact problem may not exist, but it is unique. We show how existence of the so called " weak spurious modes ", of the exact variational formulation, is source of instability and the reason why existence may fail. For the discrete problem, we find that the cause of non uniqueness is actually the occurrence of " spurious modes ". We track their fading effect asymptotically when the mesh size tends to zero. In order to restore uniqueness, we recall the discrete version of the Holmgren principle, introduced in Azaïez et al. (2011) [4] , and we discuss the effect on uniqueness of the finite element mesh, using some graph theory basic material. [ABSTRACT FROM AUTHOR]
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- 2023
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17. On thermally driven fluid flows arising in astrophysics.
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Chaudhuri, Nilasis, Feireisl, Eduard, Zatorska, Ewelina, and Zegarliński, Bogusław
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TEMPERATURE distribution , *FLUID flow , *ASTROPHYSICS , *SURFACE temperature , *VELOCITY , *POISSON'S equation - Abstract
We investigate a potential model for an unbounded celestial bodies of finite mass composed of a solid core and a gaseous atmosphere. The system is governed by the Navier–Stokes–Fourier–Poisson equations, incorporating no-slip boundary conditions for velocity and a specified temperature distribution on the surface of the solid core. Additionally, a positive far-field condition is imposed on the temperature. This manuscript extends the mathematical theory of open fluid systems to unbounded exterior domains addressing these physically motivated yet highly challenging combination of boundary conditions. Notably, we establish the existence of global-in-time weak solutions and demonstrate the weak–strong uniqueness principle [ABSTRACT FROM AUTHOR]
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- 2024
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18. An analytical I-V model of SiC double-gate junctionless MOSFETs.
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Li, Yi, Zhou, Tao, Guo, Zixuan, Yang, Yuqiu, Wu, Junyao, Cai, Huan, Wang, Jun, Yin, Jungang, Huang, Wenqing, Zhang, Miao, Hou, Nianxing, Liu, Qin, and Deng, Linfeng
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POISSON'S equation , *ELECTRONIC circuits , *SURFACE charges , *ELECTRON density , *DEBYE temperatures - Abstract
Silicon carbide(SiC) double gate junctionless metal oxide semiconductor field-effect transistors(DG JL MOSFETs) have attracted significant attention due to their ideal high temperature characteristics and radiation resistance. Therefore, it is meaningful to exploit an I-V model for SiC DG JL MOSFETs. In this article, we make a linear approximation to describe the relationship between the surface mobile charge density and the surface electron concentration of the device. Based on this approximation and using the one-dimensional Poisson's equation, we solve for the potential distribution of a SiC DG JL MOSFET in the subthreshold region. From this solution, we derived a functional relationship between the surface mobile charge density in the channel and the channel quasi-Fermi potential. Then we successfully developed a unified I-V model for the SiC DG JL MOSFETs. Based on the drain to source current calculation formula, the calculation expressions for the device's transconductance and output conductance are derived. By comparing our model with the results from the two-dimensional numerical simulation software Silvaco Atlas, our model's calculations closely match the two-dimensional numerical simulation results from the subthreshold region to the accumulation region. This model has reference significance for SiC DG JL MOSFETs in the high temperature electronic circuit application field. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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19. Generation of nonlinear gravity waves based on the harmonic polynomial cell method incorporated with a mass source.
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Li, Chaofan, Wu, Chengyu, and Zhu, Renchuan
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STREAM function , *POISSON'S equation , *GRAVITY waves , *CROWDSOURCING , *BOUNDARY value problems - Abstract
A nonlinear numerical wave tank is established using the Harmonic Polynomial Cell (HPC) method, which is incorporated with a mass source. The numerical wave tank consists of the mass source wave generation region and the working region, with sponge layers at both ends for wave absorption. In the mass source region, a generalized HPC method is applied to solve the inhomogeneous elliptic boundary value problems. The Poisson equation's special solution is represented by a bi-quadratic function. In the remaining domains, the HPC method is employed with harmonic polynomials to solve the problems governed by the Laplace equation in each grid cell. The free surface is tackled by the immersed boundary method (IB-HPC), and the kinematic and dynamic conditions of the free surface are described using a semi-Lagrangian approach. A variety of waves propagation are simulated, including Second-order Stokes wave, fifth-order Stokes wave, solitary wave, fifth-order Fenton stream function wave, random wave and the interaction with a straight vertical wall. The numerical solutions are compared with theoretical solutions. The numerical simulation results demonstrate that the present method can generate arbitrary two-dimensional wave fields by specifying an appropriate source function. Additionally, the reflected waves can propagate through the wave generation region, ensuring that the process of wave generation is not affected by the reflections. • A highly accurate and efficient non-reflection nonlinear numerical wave tank has been established by the incorporation of the Harmonic Polynomial Cell (HPC) method with a mass source wave generation method. • The relationship between the internal source function and the expected waveform is investigated. The simulation covered the propagation of various types of waves, including second-order Stokes waves, fifth-order Stokes waves, solitary waves, fifth-order Fenton stream function waves, random waves, and the stationary wave. • The non-reflection characteristics of the HPC-MS method in the region of the wave-making source are investigated by arranging a fully reflective vertical wall. • The numerical tank based on the present HPC-MS method can be employed as a tool for long-time simulation of wave-body interaction, avoiding the effect of second reflection of the propagating wave due to the reflection from the front edge of the body reaching the wave generation boundary again. [ABSTRACT FROM AUTHOR]
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- 2024
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20. A locking-free numerical method for the quasi-static linear thermo-poroelasticity model.
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Di, Yana, He, Wenlong, and Zhang, Jiwei
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EULER method , *POISSON'S equation , *FINITE element method , *HEAT equation , *GALERKIN methods - Abstract
In this paper, we propose a locking-free numerical method to solve the quasi-static linear thermo-poroelasticity model, which exhibits two types of locking phenomena: Poisson locking and nonphysical oscillations. By analyzing the regularity of solution of the original model, we find that the Poisson locking is caused by div u ≈ 0 as λ → + ∞. Moreover, when discretizing the diffusion equations using backward Euler method for time, one can see that div u 1 ≈ 0 for some special parameters. If we directly use the continuous Galerkin mixed finite element method (FEM) to solve the original model, the pressure and temperature fields exhibit numerical oscillations at early times. To overcome these two locking phenomena, we introduce a new variable ξ = α p + β T − λ div u to reformulate the original problem into a new one. This new problem includes a built-in mechanism to maintain stability for the continuous Galerkin mixed FEM. We further prove the existence and uniqueness of the weak solution by using the standard Galerkin method in conjunction with regularity estimates. We also design a fully discrete time-stepping scheme that employs mixed FEM with P 2 − P 1 − P 1 − P 1 element pairs for the space variables and the backward Euler method for the time variable. Optimal convergence is demonstrated in both space and time. Finally, numerical examples are provided to demonstrate the optimal convergence rates of the variables and the robustness of the proposed method with respect to ν , and to verify the absence of the locking phenomenon. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
21. The GFMxP and the basic extrapolation of the ghost values to solve the Poisson equation for discontinuous functions.
- Author
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Ianniello, Sandro
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DISCONTINUOUS functions , *GHOST stories , *MULTIPHASE flow , *FLOW simulations , *FINITE differences , *POISSON'S equation - Abstract
In a recent paper, a novel coding of the Ghost Fluid Method for the variable coefficient Poisson equation with discontinuous functions (named GFMxP) was proposed. A lot of numerical tests, with all the required quantities available in a analytic form, were used to demonstrate the ability of the new procedure in modeling a sharp interface and to check the accuracy order of the solutions. In practical applications, however, the real difficulty stands in the estimation of the so-called "ghost values", that is the values at points where the function is not only unknown, but even not defined. These values allow to compute the corrective terms enabling the use of standard finite difference formulas in presence of a singularity and/or a discontinuity, and can be only determined through some extrapolation procedure, whose truthfulness is essential to achieve a reliable result. The paper deals with such a basic issue, by testing different numerical strategies and demonstrating the strict relationship between the order of the adopted fit-model, the order of the solving scheme for the Poisson equation and the accuracy of the final solution. [Display omitted] • The paper deals with a GFMxP-based solution of the Poisson equation and the extrapolation of the ghost values. • Both a polynomial fit and a PDE-based extrapolation technique are used. • A mathematical and numerical comparison between the Aslam and Bochkov–Gibou procedures is proposed. • The effectiveness of the PDE fit model is demonstrated by a lot of tests, equipped with detailed error analyses. • The presented results could be relevant for a lot of applications of practical interest. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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22. A compact sixth-order implicit immersed interface method to solve 2D Poisson equations with discontinuities.
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Uh Zapata, M., Itza Balam, R., and Montalvo-Urquizo, J.
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POISSON'S equation , *FINITE differences , *DIFFERENTIAL equations , *EQUATIONS , *TAYLOR'S series , *ANALYTICAL solutions - Abstract
This paper proposes a compact sixth-order accurate numerical method to solve Poisson equations with discontinuities across an interface. This scheme is based on two techniques for the second-order derivative approximation: a high-order implicit finite difference (HIFD) formula to increase the precision and an immersed interface method (IIM) to deal with the discontinuities. The HIFD formulation arises from Taylor series expansion, and the new formulas are simple modifications to the standard finite difference schemes. On the other hand, the IIM allows one to solve the differential equation using a fixed Cartesian grid by adding some correction terms only at grid points near the immersed interface. The two-dimensional equation is then solved by a nine-point compact sixth-order scheme named HIFD-IIM. Fourth- and second-order methods result in particular cases of the proposed method. Furthermore, the sixth-order method requires similar computational resources to a fourth-order formulation because the resulting matrices in both discretizations are the same. However, higher-order methods require the knowledge of more jump conditions at the interface. From the theoretical derivation of the proposed method, we expect fully six-order accuracy in the maximum norm. This order has been confirmed from our numerical experiments using nontrivial analytical solutions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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23. The closed-form particular solutions of the Poisson's equation in 3D with the oscillatory radial basis functions in the forcing term.
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Lamichhane, A.R., Manns, S., Aiken, Q., and Murray, A.
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RADIAL basis functions , *POISSON'S equation , *PARTIAL differential equations , *ELLIPTIC differential equations - Abstract
Several meshless methods that are used to solve the partial differential equations are particular solutions based numerical methods. These numerical methods can only be applied to solve the partial differential equations if researchers have derived a particular solution of some equations beforehand. The main contribution of this article is the derivation of the family of particular solutions of the Poisson's equation in 3D with the oscillatory radial basis functions in the forcing term. Numerical results obtained by solving three elliptic partial differential equations presented here validates the derived particular solutions in the method of particular solutions. [ABSTRACT FROM AUTHOR]
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- 2023
- Full Text
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24. A survey of feedback particle filter and related controlled interacting particle systems (CIPS).
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Taghvaei, Amirhossein and Mehta, Prashant G.
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REINFORCEMENT learning , *KALMAN filtering , *POISSON'S equation , *ALGORITHMS - Abstract
In this survey, we describe controlled interacting particle systems (CIPS) to approximate the solution of the optimal filtering and the optimal control problems. Part I of the survey is focussed on the feedback particle filter (FPF) algorithm, its derivation based on optimal transportation theory, and its relationship to the ensemble Kalman filter (EnKF) and the conventional sequential importance sampling–resampling (SIR) particle filters. The central numerical problem of FPF—to approximate the solution of the Poisson equation—is described together with the main solution approaches. An analytical and numerical comparison with the SIR particle filter is given to illustrate the advantages of the CIPS approach. Part II of the survey is focussed on adapting these algorithms for the problem of reinforcement learning. The survey includes several remarks that describe extensions as well as open problems in this subject. • A tutorial style survey of the feedback particle filter (FPF) algorithm. • Relationship to optimal transportation theory. • Relationship to recent developments in data assimilation and reinforcement learning. [ABSTRACT FROM AUTHOR]
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- 2023
- Full Text
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25. A meshfree point collocation method for elliptic interface problems.
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Kraus, Heinrich, Kuhnert, Jörg, Meister, Andreas, and Suchde, Pratik
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POISSON'S equation , *NEUMANN boundary conditions , *FINITE difference method , *MESHFREE methods , *FINITE differences , *DISCONTINUOUS coefficients , *COLLOCATION methods - Abstract
• Meshfree hybrid discretization of the diffusion operator with discontinuous coefficients. • Formulation of a conservative scheme to enforce Neumann boundary conditions. • Comparison of the introduced methods with respect to convergence and performance depending on jump magnitude. We present a meshfree generalized finite difference method for solving Poisson's equation with a diffusion coefficient that contains jump discontinuities up to several orders of magnitude. To discretize the diffusion operator, we formulate a strong form method that uses a smearing of the discontinuity; and a conservative formulation based on locally computed Voronoi cells. Additionally, we propose a novel conservative formulation for enforcing Neumann boundary conditions that is compatible with the conservative formulation of the diffusion operator. Finally, we introduce a way to switch from the strong form to the conservative formulation to obtain a locally conservative and positivity preserving scheme. The presented numerical methods are benchmarked against four test cases of varying complexity and jump magnitude on point clouds with nodes that are not aligned to the discontinuity. Our results show that the new hybrid method that switches between the two formulations produces better results than the classical generalized finite difference approach for high jumps in diffusivity. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
26. A high order finite difference solver for simulations of turbidity currents with high parallel efficiency.
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Gong, Zheng, Deng, Gefei, An, Chenge, Wu, Zi, and Fu, Xudong
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TURBIDITY currents , *FINITE differences , *POISSON'S equation , *PARALLEL algorithms , *SOURCE code , *HIGH performance computing - Abstract
We present a high order finite difference solver, ParaTC, for the direct numerical simulations of turbidity currents with canonical turbulent channel configuration (periodic boundary conditions in the horizontal directions and non-periodic in vertical direction). Uniform meshes are adopted in streamwise and spanwise directions, while stretched grids can be used in wall-normal direction. In order to improve the parallel efficiency, we propose a new 2D pencil-like parallel configuration with totally 6 different pencil arrangements. A parallel Thomas algorithm is also included to further reduce the communication overhead when solving tridiagonal equations. In addition, we perform an optimal search method in the initializing stage to find the fastest Poisson solver scheme among four alternatives for a specific mesh configuration. The runtime ratio between traditional pencil-like Poisson solver and present solver is about 1.5. An approximate linear strong scaling performance is achieved, and the weak scaling performance is also improved. Three benchmark simulations are preformed, and the statistics are compared with those extracted from the simulations by the spectral method, and good agreements are achieved. The source code is freely available at https://github.com/GongZheng-Justin/ParaTC. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
27. An improved impermeable solid boundary scheme for Meshless Local Petrov–Galerkin method.
- Author
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Pan, Xinglin, Zhou, Yan, Dong, Ping, and Shi, Huabin
- Subjects
- *
NEUMANN boundary conditions , *POISSON'S equation , *ANALYTICAL solutions - Abstract
Meshless methods have become an essential numerical tool for simulating a wide range of flow–structure interaction problems. However, the way by which the impermeable solid boundary condition is implemented can significantly affect the accuracy of the results and computational cost. This paper develops an improved boundary scheme through a weak formulation for the boundary particles based on Pressure Poisson's Equation (PPE). In this scheme, the wall boundary particles simultaneously satisfy the PPE in the local integration domain by adopting the Meshless Local Petrov–Galerkin method with the Rankine source solution (MLPG_R) integration scheme (Ma, 2005b) and the Neumann boundary condition, i.e., normal pressure gradient condition, on the wall boundary which truncates the local integration domain. The new weak formulation vanishes the derivatives of the unknown pressure at wall particles and is discretized in the truncated support domain without extra artificial treatment. This improved boundary scheme is validated by analytical solutions, numerical benchmarks, and experimental data in the cases of patch tests, lid-driven cavity, flow over a cylinder and monochromic wave generation. Second-order convergent rate is achieved even for disordered particle distributions. The results show higher accuracy in pressure and velocity, especially near the boundary, compared to the existing boundary treatment methods that directly discretize the pressure Neumann boundary condition. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
28. Fast simulation strategy for capacitively-coupled plasmas based on fluid model.
- Author
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Li, Jing-Ze, Zhao, Ming-Liang, Zhang, Yu-Ru, Gao, Fei, and Wang, You-Nian
- Subjects
- *
POISSON'S equation , *HEAVY particles (Nuclear physics) , *PLASMA gases , *PLASMA sources , *LINEAR equations - Abstract
Fluid simulations are widely used in optimizing the reactor geometry and improving the performance of capacitively coupled plasma (CCP) sources in industry, so high computation speed is very important. In this work, a fast method for CCP fluid simulation based on the framework of Multi-physics Analysis of Plasma Sources (MAPS) is developed, which includes a multi-time-step explicit upwind scheme to solve electron fluid equations, a semi-implicit scheme and an iterative method with in-phase initial value to solve Poisson's equation, an explicit upwind scheme with limited artificial diffusion to solve heavy particle fluid equations, and an acceleration method based on fluid equation modification to reduce the periods required to reach equilibrium. In order to prove the validity and efficiency of the newly developed method, benchmarking against COMSOL and comparison with experimental data have been performed in argon discharges on the Gaseous Electronics Conference (GEC) reactor. Besides, the performance of each acceleration method is tested, and the results indicated that the multi-time-step explicit Euler scheme can effectively decline the computational burden in the bulk plasma and reduce the time cost on the electron fluid equations by half. The in-phase initial value method can greatly decrease the iteration times required to solve linear equations and lower the computational time of Poisson's equation by 77 %. The acceleration method based on equation modification can reduce the periods required to reach equilibrium by two-thirds. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
29. MemriSim: A theoretical framework for simulating electron transport in oxide memristors.
- Author
-
Zhai, Shuwei, Gao, Wenjin, Zhi, Guoxiang, Li, Tianzhao, Dou, Wenzhen, and Zhou, Miao
- Subjects
- *
C++ , *POISSON'S equation , *ELECTRON tunneling , *THERMIONIC emission , *ELECTRON transport - Abstract
We have developed a theoretical framework MemriSim for simulating the resistive switching behaviors of oxide memristors. MemriSim comprises two major parts, i) structural evolution of oxygen vacancies during conductive filament formation/rupture by kinetic Monte Carlo (kMC) algorithm, and ii) transport calculations based on the scenario of electron tunneling and thermionic emission with the kMC derived structures. As prototype probes, we have computed the current-voltage (I-V) curves of HfO 2 and TaO x based memristors and compared the results with experimental measurements, which show perfect agreement. By tuning the physical parameters, MemriSim can describe resistive switching devices with different oxide layers and metal electrodes. In addition, the pulse transient current can also be simulated by considering the transient response of RLC circuit. The developed framework not only provides a general approach for understanding the fundamental mechanism of resistive switching in oxides, but also opens up new opportunities for designing and optimizing memristor-based architectures for nonvolatile memory, logic-in-memory and neuromorphic computing. Program summary Program Title: MemriSim. CPC Library link to program files: https://doi.org/10.17632/8gbbgf8z49.1 Licensing provisions: GPLv2. Programming language: C++. Supplementary material: Supplementary material is available. Nature of problem: A general framework for simulating the resistive switching properties of oxide-based memristors; generate the structure of oxide layer during filament formation/rupture; calculate the I-V curves of memristive device; simulate the pulse transient current; predict the resistive switching performance of new devices. Solution method: The framework uses kMC algorithm for structural evolution, the electric field inside oxide layer is computed by the Poisson's equation, and the transport calculation is based on electron tunneling and thermionic emission. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
30. Strong convergence of multi-scale stochastic differential equations with a full dependence.
- Author
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Ji, Qing and Liu, Jicheng
- Subjects
- *
STOCHASTIC differential equations , *STOCHASTIC convergence , *DIFFUSION coefficients , *EQUATIONS , *POISSON'S equation - Abstract
This paper considers the strong convergence of multi-scale stochastic differential equations, where diffusion coefficient of the slow component depends on fast process. In this situation, it is well-known that strong convergence in the averaging principle does not hold in general. We propose a new approximation equation, and prove that the order of strong convergence is 1 / 2 via the technique of Poisson equation. In particular, when diffusion coefficient of the slow component does not depend on fast process, the approximation equation is exactly the averaged equation. This provides us a new perspective to study the strong convergence of multi-scale stochastic differential equations with a full dependence. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
31. Homogenization for singularly perturbed stochastic wave equations with Hölder continuous coefficients.
- Author
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Yang, Li
- Subjects
- *
HOLDER spaces , *WAVE equation , *HILBERT space , *EQUATIONS , *POISSON'S equation - Abstract
This work is concerned with the homogenization problem for singularly perturbed stochastic wave equations. Under the assumption that the coefficients are only Hölder continuous, we prove the weak convergence of the original system to a limit equation with an extra Gaussian term by using the technique of Poisson equation in Hilbert space. The optimal convergence rate is also obtained. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
32. Volume-preserving geometric shape optimization of the Dirichlet energy using variational neural networks.
- Author
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Bélières Frendo, Amaury, Franck, Emmanuel, Michel-Dansac, Victor, and Privat, Yannick
- Subjects
- *
POISSON'S equation , *STRUCTURAL optimization , *OPTIMIZATION algorithms , *PARTIAL differential equations , *GEOMETRIC shapes - Abstract
In this work, we explore the numerical solution of geometric shape optimization problems using neural network-based approaches. This involves minimizing a numerical criterion that includes solving a partial differential equation with respect to a domain, often under geometric constraints like a constant volume. We successfully develop a proof of concept using a flexible and parallelizable methodology to tackle these problems. We focus on a prototypal problem: minimizing the so-called Dirichlet energy with respect to the domain under a volume constraint, involving Poisson's equation in R 2. We use variational neural networks to approximate the solution to Poisson's equation on a given domain, and represent the shape through a neural network that approximates a volume-preserving transformation from an initial shape to an optimal one. These processes are combined in a single optimization algorithm that minimizes the Dirichlet energy. A significant advantage of this approach is its inherent parallelizability, which makes it easy to handle the addition of parameters. Additionally, it does not rely on shape derivative or adjoint calculations. Our approach is tested on Dirichlet and Robin boundary conditions, parametric right-hand sides, and extended to Bernoulli-type free boundary problems. The source code for solving the shape optimization problem is open-source and freely available. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
33. Quantum landau levels in n-type modulation-doped GaAs/AlGaAs coupled double quantum wells.
- Author
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Jaouane, M., Ed-Dahmouny, A., Fakkahi, A., Arraoui, R., Azmi, H., Sali, A., El Sayed, M.E., and Samir, A.
- Subjects
- *
QUANTUM tunneling , *LANDAU levels , *MAGNETIC field effects , *HARTREE-Fock approximation , *POISSON'S equation - Abstract
The electron properties of two coupled quantum wells with a δ doping layer are investigated by solving simultaneous Schrödinger and Poisson equations while subjecting the nanosystem to a magnetic field ranging from 0 T to 30 T. The calculation is conducted using the FEniCS Project and Python programming within the effective mass and Hartree approximations. The presence of a magnetic field significantly modifies the electron density, a factor not previously considered, making this the first work to address the modification of the density of states of an electron system by a magnetic field and showing the formation of Landau levels in quantum wells. We demonstrate that the magnetic field significantly alters the electron density, Landau levels, and Fermi energy. Furthermore, these physical parameters are influenced by the dimensions of the nanostructure, represented by L d and L b , as well as the properties of the layers, such as δ , n d , and x i. • We proposes a modulation of n-doped GaAs/AlGaAs coupled quantum well under a magnetic field effect, based on the simultaneous solution of Schrödinger's and Poisson's equations. • An increasing in the magnetic field causes the electron wavefunction to enclose the doped region, emphasizing tunneling phenomena and enhancing the coupling between quantum wells. • The Fermi energy initially decreases with low magnetic fields and shifts from the conduction band to the forbidden gap of GaAs at around 2 – 3 T. • The Fermi energy and Landau levels gradually decrease as the well size expands, independent of the doping barrier center's position or doping in the right quantum well. • Electron density decreases with respect to Landau levels until it reaches zero under a uniform magnetic field. This behavior varies with L d , n d , L b , and δ under the magnetic field. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
34. Efficiently high-order time-stepping R-GSAV schemes for the Navier–Stokes–Poisson–Nernst–Planck equations.
- Author
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He, Yuyu and Chen, Hongtao
- Subjects
- *
POISSON'S equation , *CONSERVATION of mass , *EQUATIONS , *LINEAR systems - Abstract
We propose in this paper two kinds of generalized scalar auxiliary variable (GSAV) approach with relaxation (R-GSAV) for the Navier–Stokes–Poisson–Nernst–Planck equations. By applying positive function transform approach for ion concentration equation, introducing auxiliary variable for energy equation and adopting consistent splitting approach for momentum equations, we construct fully decoupled, linearized and k th-order semi-implicit schemes. The proposed schemes have several advantages: the concentration components of the discrete solution preserve the properties of positivity and mass conservation; these are unconditionally energy stable; the corrected energy is consistent with the original energy; only require solving decoupled linear systems with constant coefficients at each time step. We present some numerical results to validate these schemes and investigate the dynamics with initial discontinuous concentrations. • Two kinds of generalized scalar auxiliary variable (GSAV) approach with relaxation (R- GSAV) are proposed for the Navier–Stokes–Poisson–Nernst–Planck equations. • By applying positive function transform approach for ion concentration equation, introducing auxiliary variable for energy equation and adopting consistent splitting approach for momentum equations, fully decoupled, linearized and k th order semi-implicit schemes are proposed. • The proposed schemes have several advantages: the concentration components of the discrete solution preserve the properties of positivity and mass conservation; these are unconditionally energy stable; the corrected energy is consistent with the original energy. • Only require solving decoupled linear systems with constant coefficients at each time step. • Numerical results to validate these schemes and investigate the dynamics with initial discontinuous concentrations are presented. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
35. Impacts of quantum confinement effect on threshold voltage and drain-induced barrier lowering effect of junctionless surrounding-gate nanosheet NMOSFET including source/drain depletion regions.
- Author
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Xu, Lijun, An, Linfang, Zhao, Jia, He, Yulei, Teng, Lijuan, and Jiang, Yuanxing
- Subjects
- *
POISSON'S equation , *QUANTUM confinement effects , *CARTESIAN coordinates , *DOPING agents (Chemistry) , *METAL oxide semiconductor field-effect transistors - Abstract
In order to modeling of junctionless (JL) surrounding-gate (SG) nanosheet MOSFET more accurately, a new model for determining threshold voltage and drain-induced barrier lowering (DIBL) effect of JL SG nanosheet NMOSFET is proposed through deriving the Poisson's equation under rectangular coordinate system. The model captures quantum confinement effect and source/drain depletion regions, it is validated through the Sentaurus TCAD simulation results. Variations of source/drain depletion regions with the channel width, height, doping concentration, the gate bias, the drain bias and variations of threshold voltage, DIBL with the channel width, height, doping concentration considering and not considering quantum confinement effect are studied, respectively. The results show influences of quantum confinement effect on source/drain depletion regions, threshold voltage and DIBL. The developed model will offer quantum corrections in JL SG nanosheet NMOSFET. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
36. Phase field study of pitting corrosion: Electrochemical reactions and temperature dependence.
- Author
-
Zhi, Hailong, Dong, Peng, Li, Kewei, Gao, Linshan, Zhou, Wenjie, and Zhang, Hongxia
- Subjects
- *
POISSON'S equation , *ELECTROLYTIC corrosion , *ELECTRIC potential , *TEMPERATURE effect , *STAINLESS steel - Abstract
[Display omitted] • New phase field model for understanding pitting corrosion phenomena is proposed. • Using temperature-dependent current density to include the effect of temperature. • Accuracy of the model is verified versus experiments and other numerical results. • Several pitting corrosion problems with complex pit morphology are presented. This study presents a new phase field model of pitting corrosion for metal materials, encapsulating the transport of ionic species and electrochemical reactions in the electrolyte, and the effect of temperature on corrosion kinetics is incorporated by relating the interface kinetics parameter to the temperature. The Allen-Cahn and Cahn-Hilliard equations, along with the Poisson's equation, is established to govern phase transformation, ions diffusion and electrostatic potential distribution, respectively. The model is validated by conducting several benchmark numerical studies. Simulation results demonstrate that within the temperature range of 10 °C to 20 °C, the model closely matches experimental data and result from sharp interface model. Additionally, the model effectively reproduces the pit shapes observed in experiments and captures variations in ion concentrations within the electrolyte. Several examples of the model simulating corrosion problems with complex evolving morphologies are provided. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
37. A simple displacement perturbation method for phase-field modeling of ferroelectric thin film.
- Author
-
Liang, Deshan, Chen, Long-Qing, and Huang, Houbing
- Subjects
- *
FERROELECTRIC thin films , *PHASE diagrams , *SURFACE strains , *ENERGY density , *DISCRETIZATION methods , *POISSON'S equation - Abstract
A displacement perturbation method is proposed for phase-field simulations of the ferroelectric domain structures. A temperature-misfit strain phase diagram is computed to validate this method's accuracy, encompassing rhombohedral, orthorhombic, tetragonal, cubic, and mixed phases by comparing with previous phase-field simulations. The change in free energy density surface with temperature and strain distribution is computed to clarify the mechanism of the mixed phase. The phase diagram, ferroelectric hysteresis, and domain structure all demonstrate that the numerical method of displacement discretization is reliable and practical in solving the time-dependent Ginzburg–Landau equation, consistent with previous simulated and experimental results. This new method offers the advantages of simple programming and easy parallelism, paving the way for advancements in phase-field modeling. A new generalized displacement perturbation method has been proposed for phase-field modeling to describe the polarization transition and evolution of the ferroelectric domain structure under an external electric field. The phase diagram, ferroelectric hysteresis, and domain structure all indicate that the numerical method of displacement discretization is reliable and practical in solving the time-dependent Ginzburg–Landau equation, consistent with previous simulated and experimental results. The new method boasts the advantages of simple programming and easy parallelism, which could pave the way for the development of phase-field modeling. [Display omitted] [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. A fourth-order compact implicit immersed interface method for 2D Poisson interface problems.
- Author
-
Itza Balam, Reymundo and Uh Zapata, Miguel
- Subjects
- *
FINITE differences , *POISSON'S equation , *LINEAR systems , *TAYLOR'S series - Abstract
This paper presents a fourth-order compact immersed interface method to solve two-dimensional Poisson equations with discontinuous solutions on arbitrary domains divided by an interface. The compact scheme only employs a nine-point stencil for each grid point on the computational domain. The new approach is based on an implicit formulation obtained from generalized Taylor series expansions, and it is constructed from a few modifications to the central finite difference near the interface. The discretization results in a linear system in which the matrix coefficients are the same as the ones for smooth solutions, and the right-hand side system is modified by adding terms known as jump contributions. These contributions are only calculated at those points where the nine-point stencil cuts the interface. However, the contribution formulas require the knowledge of Cartesian jumps up to fourth-order. In this paper, we derived them using only the principal jump conditions and the jumps coming from the known right-hand function of the Poisson equation. We present numerical experiments in two dimensions to verify the feasibility and accuracy of the proposed method. Thus, the implicit immersed interface method results in an attractive fourth-order compact scheme that is easy to be implemented and applied to arbitrary interface shapes. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
39. Finite element approximations to a fourth-order modified Poisson-Fermi equation for electrostatic correlations in concentrated electrolytes.
- Author
-
He, Mingyan, Sun, Pengtao, and Zhao, Hui
- Subjects
- *
POISSON'S equation , *ELECTROLYTES , *FINITE element method , *ELECTRIC potential , *ELECTROSTATIC fields , *ELECTROSTATIC interaction , *EQUATIONS - Abstract
In this paper, both the standard finite element method (FEM) and the mixed FEM are developed for the fourth-order modified Poisson-Fermi equation resulted from the Bazant-Storey-Kornyshev (BSK) theory to account for electrostatic correlations in concentrated electrolytes. Optimal convergence properties are obtained for both FEMs in their respective norms, additionally, the mixed FEM can produce one-order higher approximation accuracy for the electric field in L 2 norm than that of the standard FEM, resulting in more accurate approximations to the electrostatic stress and the force of interaction in concentrated electrolytes. All attained theoretical results are validated by numerical experiments. Furthermore, a practical example is studied to validate the necessity of introducing the fourth-order modified Poisson-Fermi equation to describe the electrostatic potential field due to correlation effects by comparing with the classical Poisson equation that accounts for the classical mean-field Poisson-Boltzmann (PB) theory, illustrating that numerical trends obtained from the modified model are all consistent with experimental results under the circumstance of electrostatic correlations in concentrated electrolytes, which however cannot be predicted by the classical model. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
40. An extrapolation accelerated multiscale Newton-MG method for fourth-order compact discretizations of semilinear Poisson equations.
- Author
-
Hu, Hongling, Li, Ming, Pan, Kejia, and Wu, Pinxia
- Subjects
- *
POISSON'S equation , *MULTIGRID methods (Numerical analysis) , *NEWTON-Raphson method , *EXTRAPOLATION , *FINITE difference method , *EQUATIONS , *NONLINEAR equations - Abstract
An extrapolation accelerated multiscale Newton-multigrid (EMNMG) method is proposed to solve two-dimensional semilinear Poisson equations. The nine-point fourth-order compact schemes are used to approximate the nonlinear Poisson equations. In order to accelerate Newton-MG method for calculating the finite difference (FD) solution on the finest grid, a quite good initial guess is constructed from the fourth-order FD solutions at two coarse levels by using Richardson extrapolation and bi-quartic polynomial interpolation, which greatly reduces the number of Newton iterations required. A completed extrapolation technique is adopted to generate a sixth-order extrapolated solution on entire finest grid cheaply. Numerical results are given to show that our proposed EMNMG algorithm can achieve high accuracy and keep less cost simultaneously. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
41. On the exact distributions of the maximum of the asymmetric telegraph process.
- Author
-
Cinque, Fabrizio and Orsingher, Enzo
- Subjects
- *
DISTRIBUTION (Probability theory) , *TELEGRAPH & telegraphy , *BESSEL functions , *POISSON'S equation - Abstract
In this paper we present the distribution of the maximum of the asymmetric telegraph process in an arbitrary time interval [ 0 , t ] under the conditions that the initial velocity V (0) is either c 1 or − c 2 and the number of changes of direction is odd or even. For the case V (0) = − c 2 the singular component of the distribution of the maximum displays an unexpected cyclic behavior and depends only on c 1 and c 2 , but not on the current time t. We obtain also the unconditional distribution of the maximum for either V (0) = c 1 or V (0) = − c 2 and its expression has the form of series of Bessel functions. We also show that all the conditional distributions emerging in this analysis are governed by generalized Euler–Poisson–Darboux equations. We recover all the distributions of the maximum of the symmetric telegraph process as particular cases of the present paper. We underline that it rarely happens to obtain explicitly the distribution of the maximum of a process. For this reason the results on the range of oscillations of a natural process like the telegraph model make it useful for many applications. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
42. PM2D: A parallel GPU-based code for the kinetic simulation of laser plasma instabilities at large scales.
- Author
-
Ma, Hanghang, Tan, Liwei, Weng, Suming, Ying, Wenjun, Sheng, Zhengming, and Zhang, Jie
- Subjects
- *
POISSON'S equation , *C++ , *PLASMA instabilities , *ELECTROSTATIC fields , *SEPARATION of variables - Abstract
Laser plasma instabilities (LPIs) have significant influences on the laser energy deposition efficiency and therefore are important processes in inertial confined fusion (ICF). Numerical simulations play important roles in revealing the complex physics of LPIs. Since LPIs are typically a three wave coupling process, the precise simulations of LPIs with kinetic effects require to resolve the laser period (around one femtosecond) and laser wavelength (less than one micron). In the typical ICF experiments, however, LPIs are involved in a spatial scale of several millimeters and a temporal scale of several nanoseconds. Therefore, the precise kinetic simulations of LPIs in such scales require huge computational resources and are hard to be carried out by present kinetic codes like particle-in-cell (PIC) codes. In this paper, a full wave fluid model of LPIs is constructed and numerically solved by the particle-mesh method, where the plasma is described by macro particles that can move across the mesh grids freely. Based upon this model, a two-dimensional (2D) GPU code named PM2D is developed. The PM2D code can simulate the kinetic effects of LPIs self-consistently as normal PIC codes. Moreover, as the physical model adopted in the PM2D code is specifically constructed for LPIs, the required macro particles per grid in the simulations can be largely reduced and thus overall simulation cost is considerably reduced comparing with PIC codes. More importantly, the numerical noise in the PM2D code is much lower, which makes it more robust than PIC codes in the simulation of LPIs for the long-time scale above 10 picoseconds. After the distributed computing is realized, our PM2D code is able to run on GPU clusters with a total mesh grids up to several billions, which meets the requirements for the simulations of LPIs at ICF experimental scale with reasonable cost. Program Title: PM2D CPC Library link to program files: https://doi.org/10.17632/xscj6vnkkw.1 Licensing provisions: GNU General Public License v3.0. Programming language: C++, CUDA. Nature of problem: Although the large scale simulations of laser plasma instabilities (LPIs) is of great significance for the inertial confinement fusion (ICF), there is still no suitable code to simulate these problems. PM2D code based on a GPU platform provides an effective method to simulate these large scale problems in ICF. Solution method: A fluid model for LPIs is established firstly, which contains wave equations that describe the laser propagating process, electron and ion fluid equations that describe the plasma motions, and a Poisson's equation that describes the electrostatic field induced by charge separation. The wave equation is solved on a rectangular region using absorption boundary conditions on all of four boundaries. The absorption boundary condition on the left boundary is further extended to allow the incidence of driven lasers and absorption of scattering lasers simultaneously. The fluid equations in the physical model are solved by the particle-mesh method, in which the macro particles are driven to move by fluid forces. Since macro particles can move freely within the fixed fluid grids, the PM2D code can capture the kinetic effects self-consistently. The Poisson's equation for the electrostatic field is solved by a Fourier decomposition method in the y direction, which helps to decrease the simulation cost greatly. The PM2D code is developed on a GPU platform base on CUDA toolkit, which largely increase the computational speed. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
43. Empirical Bayes Poisson matrix completion.
- Author
-
Li, Xiao, Matsuda, Takeru, and Komaki, Fumiyasu
- Subjects
- *
EMPIRICAL Bayes methods , *REGULARIZATION parameter , *POISSON'S equation , *GAUSSIAN distribution , *MATRICES (Mathematics) - Abstract
An empirical Bayes method for the Poisson matrix denoising and completion problems is proposed, and a corresponding algorithm called EBPM (Empirical Bayes Poisson Matrix) is developed. This approach is motivated by the non-central singular value shrinkage prior, which was used for the estimation of the mean matrix parameter of a matrix-variate normal distribution. Numerical experiments show that the EBPM algorithm outperforms the common nuclear norm penalized method in both matrix denoising and completion. The EBPM algorithm is highly efficient and does not require heuristic parameter tuning, as opposed to the nuclear norm penalized method, in which the regularization parameter should be selected. The EBPM algorithm also performs better than others in real-data applications. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
44. Jiezi: An open-source Python software for simulating quantum transport based on non-equilibrium Green's function formalism.
- Author
-
Zhu, Junyan, Cao, Jiang, Song, Chen, Li, Bo, and Han, Zhengsheng
- Subjects
- *
GREEN'S functions , *PYTHON programming language , *POISSON'S equation , *NONLINEAR equations , *SCHRODINGER equation , *FIELD-effect transistors - Abstract
We present a Python-based open-source library named Jiezi, which provides the means of simulating the electronic transport properties of nanoscaled devices on the atomistic level. The key feature of Jiezi lies in its core algorithm, i.e., self-consistent orchestration between the non-equilibrium Green's function (NEGF) method and a Poisson's equation solver. Beyond the construction of the tight-binding (TB) Hamiltonian with empirical parameters for conventional materials, the package offers a comprehensive framework for constructing the Wannier-based Hamiltonian matrix, enabling the investigation of novel materials and their heterostructures. To expedite the solution of NEGF systems, a methodology based on renormalization theory is proposed for reducing the dimension of the Hamiltonian matrix. Additionally, we adopt a non-linear Poisson equation solver with no analytical approximation in this software. The software facilitates seamless integration with external tools for geometry and mesh generation and post-processing. In this paper, we present the main capabilities and workflow by demonstrating with a simulation for the carbon nanotube field-effect transistor (CNTFET). Program Title: Jiezi CPC Library link to program files: https://doi.org/10.17632/nk79kbtww4.1 Developer's repository link: https://github.com/Jiezi-negf/Jiezi Licensing provisions: GPLv3 Programming language: Python Nature of problem: Simulates the quantum transport property of nano-scaled transistors based on the predefined device structure and the material composition. Solution method: Solves the coupled Schrödinger equation and Poisson equation by NEGF and finite element method. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
45. Performance analyses of mesh-based local Finite Element Method and meshless global RBF Collocation Method for solving Poisson and Stokes equations.
- Author
-
Karakan, İsmet, Gürkan, Ceren, and Avcı, Cem
- Subjects
- *
POISSON'S equation , *RADIAL basis functions , *FINITE element method , *COLLOCATION methods , *STOKES equations , *STANDARD deviations , *MATHEMATICAL optimization , *EULER method - Abstract
Steady and unsteady Poisson and Stokes equations are solved using mesh dependent Finite Element Method and meshless Radial Basis Function Collocation Method to compare the performances of these two numerical techniques across several criteria. The accuracy of Radial Basis Function Collocation Method with multiquadrics is enhanced by implementing a shape parameter optimization algorithm. For the time-dependent problems, time discretization is done using Backward Euler Method. The performances are assessed over the accuracy, runtime, condition number, and ease of implementation. Three error kinds considered; least square error, root mean square error and maximum relative error. To calculate the least square error using meshless Radial Basis Function Collocation Method, a novel technique is implemented. Imaginary numerical solution surfaces are created, then the volume between those imaginary surfaces and the analytic solution surfaces is calculated, ensuring a fair error calculation. Lastly, all results are put together and trends are observed. The change in runtime vs. accuracy and number of nodes; and the change in accuracy vs. the number of nodes is analyzed. The study indicates the criteria under which Finite Element Method performs better and conditions when Radial Basis Function Collocation Method outperforms its mesh dependent counterpart. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
46. Ion acoustic shock waves with drifting ions in a five component cometary plasma.
- Author
-
Willington, Neethu Theresa, Varghese, Anu, Saritha, A.C., Sajeeth Philip, Ninan, and Venugopal, Chandu
- Subjects
- *
ION acoustic waves , *SOUND pressure , *POISSON'S equation , *HALLEY'S comet , *ION pairs , *SHOCK waves , *SOLAR wind - Abstract
A shock wave can be formed by continuous mass loading of the solar wind by the newly formed cometary ions. The formation of ion acoustic shocklets has thus been studied in a plasma of solar and cometary electrons, described by kappa distribution functions with different temperatures and spectral indices, a drifting H 3 O + ion component and a pair of oppositely charged oxygen ion components. The Korteweg-deVries-Burger's equation which describes weakly nonlinear waves in a dissipative medium has been derived for the above plasma composition using the momentum, continuity and Poisson's equations and studied for parameters observed at the inner shock region of comet Halley. We find that the spectral index of the cometary electrons plays a key role in the formation, speed of propagation and width of the shock wave, which has been interpreted as a "shocklet", whose strength decreases as the spectral indices increase or as the suprathermal distribution relaxes to a Maxwellian distribution, with a buildup of colder electrons. Also, all three components of ions contribute to the formation of shocklets; thus bringing out the additive nature of the contributions of various types of ions to their formation. This study could aid the understanding of in-situ measurements of shock waves in cometary plasmas. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
47. A virtual element method for the steady-state Poisson-Nernst-Planck equations on polygonal meshes.
- Author
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Liu, Yang, Shu, Shi, Wei, Huayi, and Yang, Ying
- Subjects
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POISSON'S equation , *NUMERICAL solutions to equations , *EQUATIONS , *NONLINEAR equations , *ELECTRODIFFUSION , *NONLINEAR systems - Abstract
Poisson-Nernst-Planck equations are a nonlinear coupled system which are widely used to describe electrodiffusion processes in biomolecular systems and semiconductors, etc. A virtual element method with order k (k ≥ 1) is proposed to numerically approximate the Poisson-Nernst-Planck equations on polygonal meshes. The error estimates in the H 1 norm are presented for the numerical solution to the Poisson-Nernst-Planck equations. Numerical examples show that the virtual element method can work well on general polygonal elements and the numerical results agree with the theoretical prediction. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
48. Local behavior near triple point in a laminar two-phase flow in an arbitrary tube cross-section.
- Author
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Goldstein, Ayelet and Eyal, Ofer
- Subjects
- *
LAMINAR flow , *LAPLACE'S equation , *POISSON'S equation , *CONTACT angle , *FRICTION velocity , *TWO-phase flow , *ELECTRON impact ionization , *STRATIFIED flow - Abstract
• Laminar, fully developed two-phase flow in an arbitrary cross-section tube. • Behavior of the velocity and shear stress investigated near the triple point. • Local treatment and solution obtained independent of the tube's cross section. • Mathematical tools used to obtain a simple analytical solution. In this study, we propose a simple approach for examining the local behavior of the velocity and shear stresses in the vicinity of a triple point (TP) in a two-phase flow. We assume a laminar steady, fully developed, stratified two-phase flow with any contact angle, α , independent of the shape of the tube's cross-section. The axial component of the fluid's velocity can be treated as a scalar function in two dimensions that obeys Poisson's equation, together with the no-slip condition on the boundary (tube walls) and appropriate conditions on the interface between the phases. In our opinion, the exact solutions described in previous studies (for the special case of a cylindrical tube) are complicated and difficult to follow. Moreover, the approximated interface presented in previous studies predicts a geometric contact angle (α g e o m e t r y) that might not coincide with the physical contact angle, α , which is located at the real interface's shape. The exact solutions numerically solve the global problem for a circular tube (i.e., they find the velocity and shear stresses) and analytically obtain results in the vicinity of the TP to solve the problem with the aid of the residue theorem. However, we begin in the vicinity of the TP and our entire analysis focuses within this domain. To simplify the calculations, three steps are suggested: 1) zooming in on the TP allows us to approximate the curved arcs of the walls and the interface as straight lines (the tangents of the arcs of the wall and the outward ray of the interface) 1 1 Intuitively, for a local observation up to first order in distance, a regular curve can be approximated as a straight line; i.e., an arc can be approximated to a cord. Up to second order, a curve can be approximated as a circle. For a formal proof that Laplace's equation for the region is bounded by the wall circle (radius R w a l l), the interface circle (radius R i), and our radius R defined in Fig 2.2, a possible option is to Möbius-transform the wall circle and the interface circle into straight lines concurrent in the angle α (so the other meeting points of these circles are mapped onto the point at infinity), and to obtain the Laplace solution, thereby proving that when R / (min (R w a l l , R i n t e r f a c e)) < < 1 , the deviation tends to zero. ; 2) attaching a polar coordinate system where the origin of this coordinate system is located at the TP; and 3) suppressing the local driving forces and expressing distant driving forces as a function on the boundary, thereby leaving the velocity as a harmonic function. The proposed method can be converted for electromagnetism near a junction of several dielectric materials. Furthermore, the electromagnetic parallel problem can be extended to three dimensions; i.e., a junction point of prisms with different dielectric constants. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
49. On the simulation of image-based cellular materials in a meshless style.
- Author
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Mirfatah, S.M. and Boroomand, B.
- Subjects
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POISSON'S equation , *FINITE element method , *MESHFREE methods , *EXPONENTIAL functions , *DIFFERENTIAL equations , *CELL imaging - Abstract
• A meshfree method based on a non-boundary-fitted discretization is proposed. • The proposed method is efficient for simulation of complex geometries. • The micro-CT scan images of the cellular materials can be directly employed. • The solution is approximated by library Exponential Basis Functions (EBFs). • The approximation is enriched by the modified singular functions. A meshfree method on fixed grids is devised for simulation of Poisson's equation on 3D image-based cellular materials. The non-boundary fitted discretization of such jagged voxel models of complex geometries is accomplished through embedding the micro-CT scan image in a Cartesian grid of nodes. The computational nodes inside the solid voxels are found by a simple point-in-membership test. Using a set of modified singular functions around the voids, along with the library-rational-exponential basis functions (EBFs) satisfying the governing differential equation, an enriched spatial solution is locally constructed on a generic computational cloud/cell (GCC) of nodes containing the voids. Within each GCC, the boundary conditions are satisfied through a weighted least-squares approximation. Finally, by establishing point-wise compatibility between the solutions of the GCCs a well-conditioned small linear system of equations is resulted. The results are compared with those of the finite element method (FEM) using extremely fine meshes with an excessive number of nodes. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
50. Solving Poisson equation with Dirichlet conditions through multinode Shepard operators.
- Author
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Dell'Accio, Francesco, Di Tommaso, Filomena, Nouisser, Otheman, and Siar, Najoua
- Subjects
- *
POISSON'S equation , *VANDERMONDE matrices , *COLLOCATION methods , *LINEAR operators , *EQUATIONS , *POLYNOMIALS , *POINT set theory - Abstract
The multinode Shepard operator is a linear combination of local polynomial interpolants with inverse distance weighting basis functions. This operator can be rewritten as a blend of function values with cardinal basis functions, which are a combination of the inverse distance weighting basis functions with multivariate Lagrange fundamental polynomials. The key for simply computing the latter, on a unisolvent set of points, is to use a translation of the canonical polynomial basis and the P A = L U factorization of the associated Vandermonde matrix. In this paper, we propose a method to numerically solve a Poisson equation with Dirichlet conditions through multinode Shepard interpolants by collocation. This collocation method gives rise to a collocation matrix with many zero entrances and a smaller condition number with respect to the one of the well known Kansa method. Numerical experiments show the accuracy and the performance of the proposed collocation method. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
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