The neural particle method – An updated Lagrangian physics informed neural network for computational fluid dynamics - Wessels, Henning; Weißenfels, Christian; Wriggers, Peter (Computer methods in applied mechanics and engineering, 2020)
Keywords: Boundary conditions; Computational fluid dynamics; Computer simulation; Constraint problem; Continuous improvement; Design engineering; Euler-Lagrange equation; Fluid flow; Free surfaces; Implicit Runge–Kutta; Incompressibility; Incompressible flow; Machine learning; Mathematical analysis; Meshless methods; Neural networks; Numerical analysis; Numerical methods; Partial differential equations; Physics; Physics-informed neural network; Runge-Kutta method; Simulation; Solid mechanics; Time dependence; Constraint problem; Physics-informed neural network; Computational fluid dynamics; Incompressibility; Implicit Runge–Kutta; Machine learning