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Basic Setup

We'll simulate the surface of square pond as a few raindrops land on it. Here we start an interactive TensorFlow session for convenience in playing around. A regular session would work as well if we were doing this in an executable. Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4. For details, see the Google Developers Site Policies.


  • Partial Differential Equations.
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TensorFlow Lite for mobile and embedded devices. TensorFlow Extended for end-to-end ML components. API r1 r1.

Partial Differential Equation

API r2 r2. Ecosystem of tools to help you use TensorFlow. Libraries and extensions built on TensorFlow.


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About Case studies. TensorFlow Core. The three main types of linear second order partial differential equations will be considered: parabolic diffusion equation , elliptic Laplace equation , and hyperbolic wave equation.

Techniques for solving these for various initial and boundary value problems on bounded and unbounded domains, using eigenfunction expansions separation of variables, and elementary Fourier series , and integral transform methods Fourier and Laplace transforms will be treated. Elementary distributional calculus and the notion of weak solutions will also be considered.

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MAT – Introduction to Partial Differential Equations - University of Oslo

Applications and examples, such as the solution technique for Black-Scholes option pricing, will be discussed throughout the course. Partial Differential Equations for Scientists and Engineers. Dover, Applied Partial Differential Equations. Second Edition.

Partial Differential Equations - Giovanni Bellettini - Lecture 01

Springer, Partial Differential Equations.