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8 search results found

Neurodiffeq ⭐ 576

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

Modelingtoolkitstandardlibrary.jl ⭐ 89

A standard library of components to model the world and beyond

Numericalnim ⭐ 77

A collection of numerical methods written in Nim

Scimlworkshop.jl ⭐ 34

Workshop materials for training in scientific computing and scientific machine learning

Owl's Differential Equation Solvers

Adapode.jl ⭐ 10

Adaptive P/ODE numerical solvers with Grassmann element TensorField assembly

Ocaml Odepack ⭐ 6

Binding to the ODEPACK FORTRAN library

Intro Sci Computing ⭐ 5

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 ODEs, phase portraits, chaotic systems, and Fourier transform.

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Python Scientific Computing (300)

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