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researcher

K. Carlberg

8 papers hereh-index 244.3k citations74 works total

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

author position
  • first author1
  • middle author3
  • last author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • cs.CE1
  • cs.CV1
  • cs.HC1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedPreserving general physical properties in model reduction of dynamical systems via constrained-optimization projection

13 citations · 13 across the 3 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2019

Deep Conservation: A latent-dynamics model for exact satisfaction of physical conservation laws

Kookjin Lee, Kevin Carlberg

This work proposes an approach for latent-dynamics learning that exactly enforces physical conservation laws. The method comprises two steps. First, the method computes a low-dimen…

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