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researcher

Katherine E V Deck

5 papers hereh-index 446 citations9 works total

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

author position
  • middle author5

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

fields
  • cs.LG1
  • physics.app-ph1
  • physics.comp-ph1
  • physics.data-an1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing physics.data-anShow all

1 paper · 1 filter

physics.data-an2024

Response Theory via Generative Score Modeling

Ludovico Theo Giorgini, Katherine Deck, Tobias Bischoff +1

We introduce an approach for analyzing the responses of dynamical systems to external perturbations that combines score-based generative modeling with the Generalized Fluctuation-D…

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