output
20182025
most citedIdentifying Real Estate Opportunities using Machine Learning

124 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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math.NA2025

Efficient Numerical Integration for Finite Element Trunk Spaces in 2D and 3D using Machine Learning: A new Optimisation Paradigm to Construct Application-Specific Quadrature Rules

Tomas Teijeiro, Pouria Behnoudfar, Jamie M. Taylor +2

Finite element methods usually construct basis functions and quadrature rules for multidimensional domains via tensor products of one-dimensional counterparts. While straightforwar…

math.NA2024★ 13 cited

Optimizing Variational Physics-Informed Neural Networks Using Least Squares

Carlos Uriarte, Manuela Bastidas, David Pardo +2

Variational Physics-Informed Neural Networks often suffer from poor convergence when using stochastic gradient-descent-based optimizers. By introducing a Least Squares solver for t…