2 papers
math.NA2024
Weak formulation and spectral approximation of a Fokker-Planck equation for neural ensembles
Ling Yan, Pei Zhang, Yanli Wang +1
In this paper, we focus on efficiently and flexibly simulating the Fokker-Planck equation associated with the Nonlinear Noisy Leaky Integrate-and-Fire (NNLIF) model, which reflects…
math.NA2024
Neural network representation of microflows with BGK model
Pei Zhang, Yanli Wang
We consider the neural representation to solve the Boltzmann-BGK equation, especially focusing on the application in microscopic flow problems. A new dimension reduction model of t…