Reaction-diffusion processergodlcityphase transitionscouplingThe main progress made in the past dozen years or more in the study of reaction-diffusion (abbrev. RD) processes is surveyed. The processes are motivated from some typical models in the modern non-equilibrium statistical physics and consist...
7月17日,中国科学院大学工程科学学院刘扬副教授,高瓴人工智能学院孙浩副教授,麻省理工学院土木与环境工程系Oral Buyukozturk教授带领的团队,通过华为的昇思MindSpore AI框架开发了物理编码递归卷积神经网络,并在期刊 Nature Machine Intelligence 发表题为 Encoding physics to learn reaction–diffusion processes 的论文。
1) reaction-diffusion processes 反应扩散过程1. Hydrodynamic limit of the reaction -diffusion processes in a random environment; 随机环境中反应扩散过程的Hydrodynamic极限2) reaction_diffusion process 反应-扩散过程3) DiffusionReaction Double Controlled Process 扩散-反应双控制过程...
网络反应扩散过程 网络释义 1. 反应扩散过程 反应-扩散过程,reaction... ... ) reaction_diffusion process 反应-扩散过程 )reaction-diffusion processes反应扩散过程... www.dictall.com|基于 1 个网页
We study reaction-diffusion processes with concentration-dependent diffusivity. First, the decay of the concentration in the single-species and two-species diffusion-controlled annihilation processes is determined. We then consider two natural inhomogeneous realizations. The two-species annihilation process is...
This paper is devoted to investigating non-equilibrium phase transitions to an absorbing state, which are generically encountered in reaction-diffusion processes. It is a review, based on [Phys. Rev. Lett. 92, 195703; Phys. Rev. Lett. 92, 255703; Phys. Rev. Lett. 95, 100601], of recent...
Dynamical reaction–diffusion processes and metapopulation models are standard modelling approaches for a wide array of phenomena in which local quantities—such as density, potentials and particles—diffuse and interact according to the physical laws. H
Modelling complex spatiotemporal dynamical systems, such as reaction–diffusion processes, which can be found in many fundamental dynamical effects in various disciplines, has largely relied on finding the underlying partial differential equations (PDEs). However, predicting the evolution of these systems ...
Reaction-diffusion processes can be adopted to model a large number of dynamics on complex networks, such as transport processes or epidemic outbreaks. In most cases, however, they have been studied from a fermionic perspective, in which each vertex can be occupied by at most one particle. Whil...
Modeling complex dynamical systems such as the reaction-diffusion processes have largely relied on partial differential equations (PDEs). However, due to insufficient prior knowledge on the concerned system and the lack of explicit PDE formulation used for describing the nonlinear reaction process, predic...