This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Python. The course will cover various topics, such as basic Pyth…

A Framework for Modelling and Optimizing Advanced Chromatographic Processes

Implementation of the "12 Steps to Navier Stokes Equations" by Prof. Lorena A. Barba in C++.

The heart of CADET. A modular, fast, and accurate modeling and simulation framework for biotechnology processes.

File based Python Interface for CADET

The Julia Programming Language

Lightweight solver for liquid chromatography models based on a DGSEM spatial discretization. This reduced Julia adaption of CADET-Core (C++) is designed for rapid prototyping and testing.

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Build and ship your app faster https://fireship.io

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python for Engineers and Scientists

Introduction to state-of-the-art simulation methods for rigid bodies, deformable solids and fluids in the area of visual computing

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

CME211 Notes | Outline ->

https://web.stanford.edu/class/archive/cs/cs106b/cs106b.1176//assn/huffman.html

Riemann Solvers and Numerical Methods for Fluid Dynamics.

Solves RANS-equations for fully developed turbulent channel flow with variable properties

Two dimensional high-order spectral element method fluid dynamics solver

Weighted essentially non-oscillatory library for the framework of OpenFOAM

Matplot++: A C++ Graphics Library for Data Visualization 📊🗾

A cheatsheet for those who plot with MATLAB

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

A program which could generate highly realistic accretion disk around a Schwarzschild blackhole

The object-oriented HPC platform for CFD, plasma and multi-physics simulations whose development started in 2002 at the Von Karman Institute for Fluid Dynamics is finally open!

PETSc-FEM Is a general purpose, parallel, multi-physics finite element program developped at CIMEC

Animation engine for explanatory math videos

东北方言编程语言

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)