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I will build neural pde solvers in python with latex reports
Aziz Boukefta
Über diesen Service
I'll solve your ODEs/PDEs with neural and standard methods in Python/C++. Colab notebooks, LaTeX reports, and bleeding-edge research solvers included.
Lerne Aziz Boukefta kennen
Aziz Boukefta
Self Taught Scientific Developer
- AusMarokko
- Mitglied seitSept. 2025
- ⌀ Antwortzeit3 Stunden
Sprachen
Englisch, Französisch, Arabisch
Hobbyist developer since age 10. I specialize in numerical solvers, simulations, and ML tools in Python and C++ for physics, quant, and research applications. Need ODE/PDE sims? I'll turn your equations into working code with LaTeX/PDF write-ups and Colab notebooks, fast.
FAQ
What do I need to provide before ordering?
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.
Do you handle both ODEs and PDEs?
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.
What numerical methods do you use?
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.
What if the solution doesn't converge or looks wrong?
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.
Do you provide explanations or just the code?
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.
What if I don't know which package fits my problem?
Message me. Describe what you need and I'll recommend the right tier or create a custom offer with adjusted scope, timeline, and pricing.
Can you work with my existing code?
Yes, in the Standard and Let's Talk tiers. I can debug, optimize, extend, or translate existing numerical code between Python and C++.
What languages do you support for communication and reports?
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.
