Scientific Computation

概要

This tool provides a comprehensive suite of functionalities for advanced scientific computations. It offers robust capabilities for managing tensors (vectors and matrices), performing a wide array of linear algebra operations such as matrix addition, multiplication, inversion, and various decompositions, as well as complex vector calculus functions including gradient, curl, divergence, and directional derivatives. Additionally, it includes powerful visualization tools to plot vector fields and functions in 2D and 3D, making it an essential resource for researchers, educators, and anyone working with mathematical and scientific data requiring precise computational and analytical power.

主な機能

• 2D and 3D Visualization of functions and vector fields
• Orthonormal basis calculation for matrices
• Tensor storage and management (create, view, delete vectors and matrices)
• 0 GitHub stars
• Extensive Linear Algebra operations (matrix arithmetic, inversion, transpose, determinant, rank, eigen-decomposition, QR and SVD decomposition, basis changes)
• Advanced Vector Calculus functions (gradient, curl, divergence, Laplacian, directional derivatives)

ユースケース

• Performing engineering simulations and modeling requiring advanced vector and matrix operations
• Conducting scientific research and data analysis involving complex mathematical models
• Educational demonstrations and learning in subjects like linear algebra and multivariable calculus