Only a year ago, the Chicago White Sox staked their claim as the Worst Team of Modern Times, with a 121-loss season that drummed the legendary 1962 New York Mets out of the record book. Now it’s the ...

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and ...

This course provides an introduction to topics involving ordinary differential equations. Emphasis is placed on the development of abstract concepts and applications for first-order and linear ...

1 School of Continuing Education, Zhejiang Business College, Hangzhou, China 2 Department of Applied Mathematics, Zhejiang University of Technology, Hangzhou, China We propose a new symmetry reduction ...

A simple, one-dimensional FEM Poisson equation with Dirichlet boundary conditions solver, written in Julia as an assignment for Differential Equations course.

Abstract: Neural networks inspired by differential equations have proliferated for the past several years, of which neural ordinary differential equations (NODEs) and neural controlled differential ...