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)

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|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

Liesbeth M C Janssen

Ludovic Berthier

David R Reichman

Camille Scalliet

Jannis Kolker

Johannes Harrer

Marcel Rey

Nicolas Vogel

Hartmut Löwen

Felix C Mocanu

Frequent Collaborators

Liesbeth M C Janssen

Ludovic Berthier

David R Reichman

Camille Scalliet