Professor Zhang's team established a multi-body dynamics model for heavy haul trains in MATLAB, which includes over 200 ...

Repository for the universal differential equations paper: arXiv:2001.04385 [cs.LG]. This repository is simply a demonstration. For more up-to-date versions of these codes, see the SciMLSensitivity.jl ...

Abstract: This paper proposes a novel non-iterative method to solve power system differential algebraic equations (DAEs) using the differential transformation, which is a mathematical tool able to ...

From a technical point of view, the internal structure of the library is pretty cool -- all kinds of equations (ODEs, SDEs, CDEs) are solved in a unified way (rather than being treated separately), ...

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Face-to-Face class that meets on designated campus. Students are expected to attend all class meetings on the days and times shown in schedule. Students who do not attend a class meeting by the end of ...

Abstract: Neural differential equations are a promising new member in the neural network family. They show the potential of differential equations for time-series data analysis. In this paper, the ...