PDE and UDEs

Partial Differential Equations (PDEs)¶

Solving partial differential equations (PDEs) using https://github.com/SciML/MethodOfLines.jl, a finite difference method (FDM).

Other PDE packages

• https://github.com/Ferrite-FEM/Ferrite.jl (Finite Element method)

• https://github.com/gridap/Gridap.jl and its tutorials

• https://github.com/trixi-framework/Trixi.jl

• https://github.com/WaterLily-jl/WaterLily.jl for fluid dynamics.

PDE courses

• Solving partial differential equations in parallel on GPUs

Universal Differential Equations (UDEs)¶

Universal Differential Equations (UDEs) are hybrids of differential equations and neural networks.