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researcher

Matthew Golden

7 papers hereh-index 345 citations9 works total

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

author position
  • sole author3
  • first author1
  • middle author3

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

fields
  • physics.flu-dyn2
  • astro-ph.HE1
  • astro-ph.SR1
  • cs.LG1
  • math.NA1
  • physics.comp-ph1
same name
  • Matthew Golden — 1 paper, h 1
  • Matthew Golden — 1 paper, h 4

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
20212026
most citedLearning fluid physics from highly turbulent data using sparse physics-informed discovery of empirical relations (SPIDER)

20 citations · 20 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024

Scalable Sparse Regression for Model Discovery: The Fast Lane to Insight

Matthew Golden

There exist endless examples of dynamical systems with vast available data and unsatisfying mathematical descriptions. Sparse regression applied to symbolic libraries has quickly e…

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