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Giulia Janzen

5 papers hereh-index 444 citations6 works total

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

author position
  • first author4
  • middle author1

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

fields
  • cond-mat.soft3
  • cond-mat.stat-mech1
  • physics.bio-ph1
same name
  • Giulia Janzen — 8 papers, h 2

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
20212024
most citedClassifying the age of a glass based on structural properties: A machine learning approach

11 citations · 29 across the 4 of their papers we have counts for

collaborators
Showing cond-mat.softShow all

3 papers · 1 filter

cond-mat.soft2023★ 7 cited

Rejuvenation and memory effects in active glasses induced by thermal and active cycling

Giulia Janzen, Liesbeth M. C. Janssen

It has recently been shown that thermal active glasses can display physical aging behavior comparable to that of passive glasses, although there are some notable distinctions due t…

cond-mat.soft2023★ 11 cited

Classifying the age of a glass based on structural properties: A machine learning approach

Giulia Janzen, Casper Smit, Samantha Visbeek +5

It is well established that physical aging of amorphous solids is governed by a marked change in dynamical properties as the material becomes older. Conversely, structural properti…

cond-mat.soft2023★ 9 cited

Dead or alive: Distinguishing active from passive particles using supervised learning

Giulia Janzen, Xander L. J. A. Smeets, Vincent E. Debets +4

A longstanding open question in the field of dense disordered matter is how precisely structure and dynamics are related to each other. With the advent of machine learning, it has…

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