one-dimensional viscous Burgers equation

The one-dimensional viscous Burgers equation is a nonlinear partial differential equation used to model various physical phenomena, particularly those involving viscous fluid flow and shock wave formation, and serves as a benchmark for evaluating the performance of numerical methods and machine learning approaches in s

Papers using one-dimensional viscous Burgers equation (3)

PAS-Net: Physics-informed Adaptive Scale Deep Operator Network2025iPINNER: An Iterative Physics-Informed Neural Network with Ensemble Kalman Filter2025Physics Informed Neural Network Framework for Unsteady Discretized Reduced Order System2023