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researcher

D. Venturi

26 papers hereh-index 261.9k citations77 works total

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

author position
  • sole author2
  • first author2
  • middle author3
  • last author19

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • math.NA15
  • math-ph4
  • physics.comp-ph3
  • math.DS2
  • cs.CE1
  • cs.LG1
same name
  • D. Venturi — 3 papers, h 22

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
20112026
most citedData-driven closures for stochastic dynamical systems

34 citations · 269 across the 25 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022

The Mori-Zwanzig formulation of deep learning

Daniele Venturi, Xiantao Li

We develop a new formulation of deep learning based on the Mori-Zwanzig (MZ) formalism of irreversible statistical mechanics. The new formulation is built upon the well-known duali…

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