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researcher

L. Breth

7 papers hereh-index 5179 citations15 works total

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

author position
  • middle author6

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph3
  • cond-mat.mtrl-sci2
  • cond-mat.other1
  • cs.LG1
same name
  • L. Breth — 3 papers, h 3
  • L. Breth — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedMagnetostatics and micromagnetics with physics informed neural networks

73 citations · 148 across the 7 of their papers we have counts for

collaborators
Showing 2025 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2025

Graph Neural Networks to Predict Coercivity of Hard Magnetic Microstructures

Heisam Moustafa, Alexander Kovacs, Johann Fischbacher +5

Graph neural networks (GNN) are a promising tool to predict magnetic properties of large multi-grain structures, which can speed up the search for rare-earth free permanent magnets…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.