ppc_neural_ode

ppc_neural_ode, a C code which uses a neural network to model an ordinary differential equation (ODE) in the form of a boundary value problem (BVP) and to approximate its solution, from Rouben Rostamian's "Programming Projects in C";

The BVP is posed over an interval [a,b], for a function u(x), satisfying

        F(x,u,u',u'') = 0 for a < x < b
        u(a) = u(b) = 0
      

Licensing:

The information on this web page is distributed under the MIT license.

Languages:

ppc_neural_ode is available in a C version.

Related Data and Programs:

ppc_neural_ode_test

ppc_array, a C code which allocates and frees memory for vectors and matrices of a variety of types, from Rouben Rostamian's "Programming Projects in C";

Reference:

1. Rouben Rostamian,
   Programming Projects in C for Students of Engineering, Science, and Mathematics,
   SIAM, 2014,
   ISBN: 978-1-611973-49-5
2. https://userpages.umbc.edu/~rostamia/cbook/
3. ppc_neural_ode.pdf , new notes for the neural network ODE chapter.

Source Code:

• ppc_neural_ode.c, the source code.
• ppc_neural_ode.sh, compiles the source code.
• ppc_neural_ode.h, the include file.