Alexandre Magueresse

Overview

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I am a postdoctoral researcher in numerical methods for partial differential equations at RWTH Aachen University.

Under the supervision of Prof. Markus Bachmayr, my current work focuses on the approximation of high-dimensional partial differential equations using low-rank techniques and neural networks. My research centers on

  • the development of nonlinear approximation spaces, including neural networks, adaptive meshes, and free-knot B-splines;

  • the construction of numerical schemes for solving partial differential equations within these spaces;

  • the analysis of stability, convergence, and approximation properties of the resulting methods.

CC BY-SA 4.0 Alexandre Magueresse. Last modified: March 04, 2026.
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