Search Results for author: Rui Carvalho

Found 3 papers, 2 papers with code

Automating the Discovery of Partial Differential Equations in Dynamical Systems

1 code implementation25 Apr 2024 Weizhen Li, Rui Carvalho

Identifying partial differential equations (PDEs) from data is crucial for understanding the governing mechanisms of natural phenomena, yet it remains a challenging task.

regression

Automatically identifying ordinary differential equations from data

1 code implementation21 Apr 2023 Kevin Egan, Weizhen Li, Rui Carvalho

Discovering nonlinear differential equations that describe system dynamics from empirical data is a fundamental challenge in contemporary science.

Denoising regression +1

Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data

no code implementations2 Jun 2020 Milan Straka, Rui Carvalho, Gijs van der Poel, Ľuboš Buzna

We identified the most influential features correlated with energy consumption, indicating that the spatial context of the charging infrastructure affects its utilization pattern.

regression Variable Selection

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