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Sonja Mathias

3 papers hereh-index 454 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132022
most citedLocalized Coulomb Descriptors for the Gaussian Approximation Potential

5 citations · 5 across the 2 of their papers we have counts for

collaborators

3 papers

math.NA2022

Adaptive time integration of mechanical forces in center-based models for biological cell populations

Per Lötstedt, Sonja Mathias

Center-based models are used to simulate the mechanical behavior of biological cells during embryonic development or cancer growth. To allow for the simulation of biological popula…

stat.ML2016★ 5 cited

Localized Coulomb Descriptors for the Gaussian Approximation Potential

James Barker, Johannes Bulin, Jan Hamaekers +1

We introduce a novel class of localized atomic environment representations, based upon the Coulomb matrix. By combining these functions with the Gaussian approximation potential ap…

math.NA2013

An alternative to Slepian functions on the unit sphere - A space-frequency analysis based on localized spherical polynomials

Wolfgang Erb, Sonja Mathias

In this article, we present a space-frequency theory for spherical harmonics based on the spectral decomposition of a particular space-frequency operator. The presented theory is c…

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