Second Order Differentiation Formula in a Computational Graph

Author(s):  
Henri-Olivier Duche ◽  
Francois Galilee
2019 ◽  
Vol 2019 ◽  
pp. 1-10
Author(s):  
Zhifeng Weng ◽  
Langyang Huang ◽  
Rong Wu

In this paper, a second-order accurate (in time) energy stable Fourier spectral scheme for the fractional-in-space Cahn-Hilliard (CH) equation is considered. The time is discretized by the implicit backward differentiation formula (BDF), along with a linear stabilized term which represents a second-order Douglas-Dupont-type regularization. The semidiscrete schemes are shown to be energy stable and to be mass conservative. Then we further use Fourier-spectral methods to discretize the space. Some numerical examples are included to testify the effectiveness of our proposed method. In addition, it shows that the fractional order controls the thickness and the lifetime of the interface, which is typically diffusive in integer order case.


Author(s):  
Olivier Bokanowski ◽  
Kristian Debrabant

Abstract Finite difference schemes, using backward differentiation formula (BDF), are studied for the approximation of one-dimensional diffusion equations with an obstacle term of the form $$\begin{equation*}\min(v_t - a(t,x) v_{xx} + b(t,x) v_x + r(t,x) v, v- \varphi(t,x))= f(t,x).\end{equation*}$$For the scheme building on the second-order BDF formula, we discuss unconditional stability, prove an $L^2$-error estimate and show numerically second-order convergence, in both space and time, unconditionally on the ratio of the mesh steps. In the analysis an equivalence of the obstacle equation with a Hamilton–Jacobi–Bellman equation is mentioned, and a Crank–Nicolson scheme is tested in this context. Two academic problems for parabolic equations with an obstacle term with explicit solutions and the American option problem in mathematical finance are used for numerical tests.


2015 ◽  
Author(s):  
Nooraini Zainuddin ◽  
Zarina Bibi Ibrahim ◽  
Khairil Iskandar Othman ◽  
Mohamed Suleiman ◽  
Noraini Jamaludin

2018 ◽  
Vol 29 (2) ◽  
pp. 377-386 ◽  
Author(s):  
Nicola Gigli ◽  
Luca Tamanini

2021 ◽  
Vol 23 (5) ◽  
pp. 1727-1795
Author(s):  
Nicola Gigli ◽  
Luca Tamanini

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