ODE Tutorials

Examples for solving ODEs using PinnDE

Using PINNs

Examples using PINNs

• Second order ODE, inital value problem with soft constraints
• Third order ODE, inital value problem with hard constraints
• Second order ODE, boundary value problem with hard constraints

• Third order ODE, boundary value problem with soft constraints, specifying PINN architecture

• System of 2 ODEs, inital value problem with soft constraints

• System of 3 ODEs, inital value problem with soft constraints

Using DeepONets

Examples using DeepONets

• Second order ODE, inital value problem with soft constraints and time stepping
• Third order ODE, inital value problem with hard constraints
• Second order ODE, boundary value problem with hard constraints

• Third order ODE, boundary value problem with soft constraints, specifying DeepONet architecture

• System of 2 ODEs, inital value problem with soft constraints

• System of 3 ODEs, inital value problem with soft constraints and time stepping