tengjuilin / intro-sci-computing
UW AMATH 301. Scientific computing and numerical methods for physical, biological, and engineering problems. Topics include root-finding, optimization, curve fitting, solving linear systems, singular value decomposition (SVD, PCA), numerical differentiation and integration, solving first-order and higher order ODEs, stability and stiffness of OD…
☆12Updated last year
Alternatives and similar repositories for intro-sci-computing:
Users that are interested in intro-sci-computing are comparing it to the libraries listed below
- Calculates the vapor-liquid equilibria (pressure versus temperature) phase envelope using Michelsen's continuation method.☆11Updated 2 years ago
- Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python☆14Updated 5 years ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆16Updated 2 years ago
- Applied Numerical Computing Course☆27Updated 2 years ago
- Applied Mathematical Methods in Materials Engineering☆28Updated 4 years ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆32Updated 4 years ago
- Chemical Engineering at UP LaTeX templates☆10Updated 3 years ago
- Notes and examples on how to solve partial differential equations with numerical methods, using Python.☆31Updated last year
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 4 years ago
- Basic Finite Volume Method codes of example problems☆8Updated 2 years ago
- UW CHEME 375 and applications in CHEME 310, 326. Chemical engineering scientific computing and numerical methods. Topics include curve fi…☆14Updated last year
- A Matlab implementation of boundary element method (BEM) and method of fundamental solutions (MFS) for simulation of Stokes flow based on…☆13Updated 7 years ago
- Examples of using MATLAB, Symbolic Math Toolbox, Partial Differential Equation Toolbox, and Simscape Fluids for solving canonical problem…☆9Updated last month
- Introductory Python notes from the Chemical Engineering Department at the University of Utah☆10Updated 5 years ago
- Supplementary materials and codes for the book "Classical numerical analysis: A comprehensive course."☆21Updated 4 months ago
- Basic numerical methods implemented in FORTRAN☆19Updated 7 years ago
- Resources for the book "Scaling of Differential Equations".☆17Updated 8 years ago
- Introduction to declarative PDE solvers☆41Updated 3 years ago
- Dasslc is a solver for differential-algebraic equations inspired by DASSL. A python module for dasslc is provided.☆16Updated last year
- This is a Git repository containing code for a numerical analysis lab using Fortran and MATLAB☆13Updated last year
- Advanced Transport Phenomena course at Politecnico di Milano☆21Updated 4 months ago
- Codes for finite element method☆27Updated last month
- C++ implementation of examples☆16Updated 6 years ago
- A generic implementation of tensor einsum in Fortran.☆27Updated 4 years ago
- Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.☆35Updated 5 months ago
- MATLAB script for generating videos from the Cahn-Hilliard model of phase separation☆15Updated 4 years ago
- implementation of basic numerical methods☆11Updated 4 years ago
- ☆19Updated 3 years ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Updated 3 years ago
- ☆10Updated last year