Muhammad Mairaj

Offering expert help in: CFD | FEM | Numerical Methods | Applied Math | ML & AI Skilled in Python & MATLAB I assist with research, simulations, coding, and tutoring. DM for collaborations, projects, or 1-on-1 guidance!

@adahstwt Lol. Who told you bringing a laptop to a coeffe shop will make you money ? 😁

okay guys i brought my macbook to a coffee shop now how do i make $10k a month

I wrote Deep Learning with Python to be the definitive guide to how deep learning works and how to best make use of it. Tens of thousands of people got their career start via this book. 120,000 copies sold, and downloaded by millions more. And now it's free to read online: deeplearningwithpython.io

@Elsie_560 5

Only for mathematical geniuses Solve in 10 seconds

@elonmusk Is that real ?

Starship

The future of computational science is not: CFD vs AI ❌ It is: CFD + AI ✔️ Hybrid models will define the next generation of engineering and scientific computing.

AI is NOT replacing CFD. It’s augmenting it. Most reliable workflows today are still physics-based solvers + ML acceleration.

CFD simulations can take HOURS… sometimes DAYS. What if you could get similar results in seconds? AI is starting to change how we solve fluid problems 👇

CFD is becoming essential in air quality modeling. From classrooms to urban environments, ventilation + particle transport simulations can save lives. Especially relevant post-COVID. #CFD #AirQuality #Research

If you're entering CFD or computational math: Don’t just learn tools (ANSYS, MATLAB, etc.) Learn the math behind them. Discretization > Software #CFD #Math #Learning

High-order methods are powerful — but stability is everything. From CFL conditions to flux limiters, numerical schemes must respect physics, not just math. #NumericalMethods #CFD #FEM

Current trend in scientific ML: Hybrid models = Physics + Data Pure ML struggles with extrapolation. Pure physics struggles with complexity. The future is combining both. #ScientificML #AI #ComputationalScience

Discontinuous Galerkin FEM combines: • High-order accuracy • Local conservation • Flexibility on complex geometries That’s why it’s powerful for hyperbolic PDEs and fluid dynamics. #FEM #DG #CFD

Computational mathematics isn’t abstract. It powers: • Climate models • Aerospace design • Blood flow simulations • Air quality analysis Better numerical methods = better decisions in the real world. #AppliedMath #CFD #FEM