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researcher

I. Ebert‐Uphoff

9 papers hereh-index 374.8k citations115 works total

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

author position
  • first author2
  • middle author5
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph4
  • cs.LG3
  • cs.CV1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedIndicator patterns of forced change learned by an artificial neural network

71 citations · 94 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 6 cited

CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1

Imme Ebert-Uphoff, Ryan Lagerquist, Kyle Hilburn +5

Neural networks are increasingly used in environmental science applications. Furthermore, neural network models are trained by minimizing a loss function, and it is crucial to choo…

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