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Mats G. Larson

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#software testing Open access Oct 2026

Numerical Companion to One-Sided p-Explicit Stability for High-Order Cut Finite Element Nitsche Methods

This deposit is the numerical companion to “One-Sided p-Explicit Stability for High-Order Cut Finite Element Nitsche Methods” by Erik Burman, Peter Hansbo, Mats G. Larson and Karl Larsson. It contains Python experiment code, case parameters, compact reference data, reproducibility instructions and the Numerical Verific...

Erik Burman, Peter Hansbo, Mats G. Larson et al. · 0 citations
#machine learning Open access Sep 2026

Learning Nonlinear Finite Element Solution Operators Using Multilayer Perceptrons and Energy Minimization

Abstract. We develop and evaluate a method for learning solution operators to nonlinear problems governed by partial differential equations (PDEs). The approach is based on a finite element discretization and aims at representing the solution operator by a multilayer perceptron that takes problem data variables as inpu...

Mats G. Larson, Carl Lundholm, Anna Sofie Persson · 1 citation

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