py-pde is a Python package for solving partial differential equations (PDEs). The package provides classes for grids on which scalar and tensor fields can be defined. The associated differential ...

CodePDE evaluates code generation capabilities on scientific computing tasks, specifically focusing on Partial Differential Equation (PDE) solving. The benchmark includes: This adapter contains 5 ...

Abstract: Quantum methods for solving partial differential equations (PDEs) generally fall into a few general categories, each leveraging different quantum mechanisms to achieve potential speedups.

In this tutorial, we explore how to solve differential equations and build neural differential equation models using the Diffrax library. We begin by setting up a clean computational environment and ...