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researcher

Kathleen P. Champion

6 papers hereh-index 72k citations14 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • math.DS2
  • cs.LG1
  • eess.SY1
  • physics.comp-ph1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedData-driven discovery of coordinates and governing equations

924 citations · 1.3k across the 6 of their papers we have counts for

collaborators
Showing stat.OTShow all

1 paper · 1 filter

stat.OT2019★ 924 cited

Data-driven discovery of coordinates and governing equations

Kathleen Champion, Bethany Lusch, J. Nathan Kutz +1

The discovery of governing equations from scientific data has the potential to transform data-rich fields that lack well-characterized quantitative descriptions. Advances in sparse…

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