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Margaret Trautner

11 papers hereh-index 7176 citations13 works total

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

author position
  • first author3
  • middle author1
  • last author7

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.NA5
  • cond-mat.mtrl-sci1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedLearning macroscopic internal variables and history dependence from microscopic models

51 citations · 66 across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 4 cited

Neural Integration of Continuous Dynamics

Margaret Trautner, Sai Ravela

Neural dynamical systems are dynamical systems that are described at least in part by neural networks. The class of continuous-time neural dynamical systems must, however, be numer…

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