I will build neural pde solvers in python with latex reports

Your differential equation(s), boundary/initial conditions, parameter values, and preferred numerical method (if any). A clear problem statement helps me deliver faster and ensures you get the right package.

Yes. Ordinary and partial differential equations, linear and nonlinear, single equations and coupled systems. If you're unsure whether your problem fits, message me and I'll let you know.

Standard methods include Runge-Kutta, finite difference, finite element, and spectral methods. I also offer neural solvers (PINNs, DeepONets, neural operators, etc...) in the Let's Talk tier. If you have a specific method in mind, I'll implement that.

Numerical methods can be sensitive to parameters and discretization. If results look off, I'll debug and adjust the approach. Additional revision cycles beyond your package's included revisions can be purchased as a gig extra.

Every package includes commented code and markdown explanations. The Standard tier and above include a full LaTeX/PDF report with mathematical formulation, method justification, and validation plots.

Message me. Describe what you need and I'll recommend the right tier or create a custom offer with adjusted scope, timeline, and pricing.

Yes, in the Standard and Let's Talk tiers. I can debug, optimize, extend, or translate existing numerical code between Python and C++.

I'm fluent in English, French, and Arabic. I can communicate in any of these languages and, upon request, write your LaTeX/PDF report or Colab notebook annotations in French or Arabic.