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Mathematics

Topics » Mathematics » Partial Differential Equations

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Mathematics

1854 Views

A Comparison Between Differential Equation Solver Suites In MATLAB, R, Julia, Python, C, Mathematica, Maple, and Fortran

Christopher Rackauckas

Many times a scientist is choosing a programming language or a software for a specific purpose. For the field of scientific computing, the methods for solving differential equations are one of the ...

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Mathematics

1108 Views

Neural Jump SDEs (Jump Diffusions) and Neural PDEs

Christopher Rackauckas

This is just an exploration of some new neural models I decided to jot down for safe keeping. DiffEqFlux.jl gives you the differentiable programming tools to allow you to use any DifferentialEquati...

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Mathematics

1779 Views

The Essential Tools of Scientific Machine Learning (Scientific ML)

Christopher Rackauckas

Scientific machine learning is a burgeoning discipline which blends scientific computing and machine learning. Traditionally, scientific computing focuses on large-scale mechanistic models, usually...

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