Simone Ciarella

7PUBLICATIONS
17CO-AUTHORS
Semi- and unsupervised learningCancer cell biologyGlassFundamental and theoretical fluid dynamicsTransport properties and non-equilibrium processes
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Publications (7)

|May 21, 2026
Unsupervised and probabilistic learning with Contrastive Local Learning Networks: The Restricted Kirchhoff Machine.

|Jul 07, 2025
Shape matters: inferring the motility of confluent cells from static images.

Quirine J S Braat, Giulia Janzen, Bas C Jansen

|Jul 15, 2023
Finding defects in glasses through machine learning.

Simone Ciarella, Dmytro Khomenko, Ludovic Berthier

|Jan 07, 2023
Microscopic observation of two-level systems in a metallic glass model.

Felix C Mocanu, Ludovic Berthier, Simone Ciarella

|Jul 07, 2021
Multi-component generalized mode-coupling theory: predicting dynamics from structure in glassy mixtures.

Simone Ciarella, Chengjie Luo, Vincent E Debets

|May 14, 2021
Interface-induced hysteretic volume phase transition of microgels: simulation and experiment.

Jannis Kolker, Johannes Harrer, Simone Ciarella

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Frequent Collaborators

2 joint publications

Liesbeth M C Janssen

2 joint publications

Ludovic Berthier

2 joint publications

David R Reichman

2 joint publications

Camille Scalliet