Estimation of the Saving Rate Function in the Spatial Solow-Swan Model by PINNs

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Abstract
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Abstract

This study solves the inverse problem of the spatial Solow-Swan model, estimating the saving rate function using PINNs. According to the adopted methodology, we obtained low mean squared errors in a case study.

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Programme
16:45 to 17:45 on 09/18/2025
Foyer 12 andar - ST…
Institutions
  • 1 UFRGS
Track
  • ST03 - Scientific Computing
Keywords
Spatial Solow-Swan
Inverse problem
Saving Rate Function
PINNs (Physics-Informed Neural Networks)