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Partial differential equations (PDEs): Existence and uniqueness, regularity, boundary conditions, linear and non-linear operators, stability, soliton theory, integrable PDEs, conservation laws, qualitative dynamics.

12 votes
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Use of games to approximate solutions to Partial Differential Equations

The connection between random walks, diffusion, and the heat equation is an amazing example of "the unreasonable effectiveness of mathematics." However, it's important to understand that this doesn't …
Brian Borchers's user avatar
2 votes
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Euler-Lagrange, Gradient Descent, Heat Equation and Image Denoising

If the solution to $ u_t=u_{xx}+u_{yy} $ reaches an equilibrium solution, then $u_{t}=0$ at that equilibrium, so $u_{xx}+u_{yy}=0$. The author has shown that a necessary condition for $u$ to be mi …
Brian Borchers's user avatar