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researcher

M. A. Bessa

13 papers hereh-index 597 citations14 works total

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

author position
  • middle author4
  • last author8

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cond-mat.mtrl-sci3
  • cs.CE1
  • cs.CV1
  • cs.NE1
same name
  • M. A. Bessa — 3 papers, h 3

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
20232026
most citedConsistent machine learning for topology optimization with microstructure-dependent neural network material models

28 citations · 44 across the 11 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2026

Reinforcement learning to choose optimizers

Martin van der Schelling, Deepesh Toshniwal, Miguel A. Bessa

No single optimization method is uniformly best for all problems, and the most suitable optimizer choice can change during a run. Existing approaches that change optimizer during e…

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