Partial differential equations (PDEs) are a class of mathematical problems that represent the interplay of multiple variables ...

Two new approaches allow deep neural networks to solve entire families of partial differential equations, making it easier to model ... set of numbers — and the output is another vector. If a function ...

Partial differential equations can describe everything ... Conveniently, this function approximation process is what we need to solve a PDE. We’re ultimately trying to find a function that ...

[Tim Robinson’s] differential analyzer can solve differential equations ... graph of the solution to the input equation, input by displacing a rod as a function of time. Differential analyzers ...