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researcher

Manuel Doblaré

4 papers hereh-index 13 citations5 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.AP1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedOn the application of Physically-Guided Neural Networks with Internal Variables to Continuum Problems

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Enhancing material behavior discovery using embedding-oriented Physically-Guided Neural Networks with Internal Variables

Rubén Muñoz-Sierra, Manuel Doblaré, Jacobo Ayensa-Jiménez

Physically Guided Neural Networks with Internal Variables are SciML tools that use only observable data for training and and have the capacity to unravel internal state relations.…

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