Numerical Study of a Particle Method for Gradient Flows

التفاصيل البيبلوغرافية
العنوان: Numerical Study of a Particle Method for Gradient Flows
المؤلفون: Carrillo, J. A., Huang, Y., Patacchini, F. S., Wolansky, G.
سنة النشر: 2015
المجموعة: Mathematics
مصطلحات موضوعية: Mathematics - Analysis of PDEs, Mathematics - Numerical Analysis
الوصف: We study the numerical behaviour of a particle method for gradient flows involving linear and nonlinear diffusion. This method relies on the discretisation of the energy via non-overlapping balls centred at the particles. The resulting scheme preserves the gradient flow structure at the particle level, and enables us to obtain a gradient descent formulation after time discretisation. We give several simulations to illustrate the validity of this method, as well as a detailed study of one-dimensional aggregation-diffusion equations.
Comment: 27 pages, 21 figures
نوع الوثيقة: Working Paper
DOI: 10.3934/krm.2017025
URL الوصول: http://arxiv.org/abs/1512.03029
رقم الأكسشن: edsarx.1512.03029
قاعدة البيانات: arXiv