Zobrazeno 1 - 10
of 149
pro vyhledávání: '"Tang, Yijia"'
Solving the stationary nonlinear Fokker-Planck equations is important in applications and examples include the Poisson-Boltzmann equation and the two layer neural networks. Making use of the connection between the interacting particle systems and the
Externí odkaz:
http://arxiv.org/abs/2310.00544
Autor:
Wang, Zijing, Tang, Yijia, Ordway, Monica, Cui, Naixue, Rong, Tingyu, Deng, Yujiao, Li, Wen, Liu, Jieqiong, Zhao, Min, Jiang, Fan, Wang, Guanghai
Publikováno v:
In Child Abuse & Neglect August 2024 154
The quadratic Wasserstein metric has shown its power in measuring the difference between probability densities, which benefits optimization objective function with better convexity and is insensitive to data noise. Nevertheless, it is always an impor
Externí odkaz:
http://arxiv.org/abs/2201.11305
The Poisson-Nernst-Planck-Bikermann (PNPB) model, in which the ions and water molecules are treated as different species with non-uniform sizes and valences with interstitial voids, can describe the steric and correlation effects in ionic solution ne
Externí odkaz:
http://arxiv.org/abs/2201.01423
Autor:
Cao, Yukun, Tang, Yijia, Wei, Ziyue, Jin, ChengKun, Miao, Zeyu, Fang, Yixin, Du, Haizhou, Xu, Feifei
Aspect-based sentiment classification aims to predict the sentiment polarity of a specific aspect in a sentence. However, most existing methods attempt to construct dependency relations into a homogeneous dependency graph with the sparsity and ambigu
Externí odkaz:
http://arxiv.org/abs/2112.03011
We consider in this paper random batch particle methods for efficiently solving the homogeneous Landau equation in plasma physics. The methods are stochastic variations of the particle methods proposed by Carrillo et al. [J. Comput. Phys.: X 7: 10006
Externí odkaz:
http://arxiv.org/abs/2110.06430
Publikováno v:
In Soil Security June 2024 15
Autor:
Wang, Zijing, Tang, Yijia, Wang, Guangshuai, Deng, Yujiao, Jiang, Yanrui, Sun, Wanqi, Sun, Xiaoning, Ip, Patrick, Owens, Judith, Zhao, Min, Xiao, Yunyu, Jiang, Fan, Wang, Guanghai
Publikováno v:
In Journal of Adolescent Health June 2024 74(6):1198-1207
Publikováno v:
In Applied Soil Ecology April 2024 196
We consider in this paper random batch interacting particle methods for solving the Poisson-Nernst-Planck (PNP) equations, and thus the Poisson-Boltzmann (PB) equation as the equilibrium, in the external unbounded domain. To justify the simulation in
Externí odkaz:
http://arxiv.org/abs/2004.05614