26 citations · 55 across the 5 of their papers we have counts for
5 papers
Shape matters: Inferring the motility of confluent cells from static images
Quirine J. S. Braat, Giulia Janzen, Bas C. Jansen +3
Cell motility in dense cell collectives is pivotal in various diseases like cancer metastasis and asthma. A central aspect in these phenomena is the heterogeneity in cell motility,…
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…
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…
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…
Aging in thermal active glasses
Giulia Janzen, Liesbeth M. C. Janssen
It is well established that glassy materials can undergo aging, i.e., their properties gradually change over time. There is rapidly growing evidence that dense active and living sy…