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Linear Differential Equations

1966
Publisher Summary This chapter focuses on higher-order linear equations. Even for second-order linear equations, no general method of solution is available as there was for first-order equations. Formulas for general solutions can be found for certain special classes of higher-order equations.
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Ordinary Differential Equations

2012
In this chapter we provide an overview of the basic theory of ordinary differential equations (ODE). We give the basics of analytical methods for their solutions and also review numerical methods. The chapter should serve as a primer for the basic application of ODEs and systems of ODEs in practice.
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On the Stability of Differential Equations

SIAM Journal on Control, 1972
A polynomial is said to be of type $(p_1 ,p_2 ,p_3 )$ relative to any directed line in the complex plane if it has $p_1 $ zeros to the left of, $p_2 $ on, and $p_3 $ to the right of the line.
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Differential equations II

2011
This chapter introduces numerical methods that can be used on problems that are too hard to solve by standard algebra, such as finding roots of complicated equations. It demonstrates numerical methods for solving a first-order ordinary differential equations (ODE) with an initial condition.
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A Differential Equation

Journal of the London Mathematical Society, 1947
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DeepXDE: A Deep Learning Library for Solving Differential Equations

SIAM Review, 2021
Lu Lu, George Karniadakis, Xuhui Meng
exaly  

Solving high-dimensional partial differential equations using deep learning

Proceedings of the National Academy of Sciences of the United States of America, 2018
Jiequn Han, Arnulf Jéntzen, Weinan E
exaly  

Analysis of Fractional Differential Equations

Journal of Mathematical Analysis and Applications, 2002
Kai Diethelm, Neville Ford
exaly  

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