◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

S. Taverniers

5 papers hereh-index 6145 citations25 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 5 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph2
  • cs.LG1
  • math.NA1
  • physics.flu-dyn1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedGINNs: Graph-Informed Neural Networks for Multiscale Physics

37 citations · 85 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 16 cited

Mutual Information for Explainable Deep Learning of Multiscale Systems

Søren Taverniers, Eric J. Hall, Markos A. Katsoulakis +1

Timely completion of design cycles for complex systems ranging from consumer electronics to hypersonic vehicles relies on rapid simulation-based prototyping. The latter typically i…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.