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Simone Ciarella

Netherlands eScience Center

10H-index
44Paper Count
482Citation Count
Published Papers 11
Publication Date
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GEMDAT: a Python toolkit for site-resolved diffusion analysis in solid-state molecular dynamics
errnpj Computational Materials
IF11.9
err2026-05-16
err0
errOAAI
errAnastasia K. Lavrinenko; Theodosios Famprikis; Victor Landgraf; Jouke R. Heringa; Stef Smeets; Victor Azizi; Simone Ciarella; Marnix Wagemaker; Alexandros Vasileiadis
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Shape matters: inferring the motility of confluent cells from static images
errSoft Matter
IF2.8
err2025-08-17
err0
errOAAI
errQuirine J. S. Braat ‡; Giulia Janzen ‡; Bas C. Jansen ‡; Vincent E. Debets; Simone Ciarella; Liesbeth M. C. Janssen
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errSave
Classifying the age of a glass based on structural properties: A machine learning approach
errPHYSICAL REVIEW MATERIALS
IF3.4
err2024-02-21
err4
PREAI
errJanzen, Giulia; Smit, Casper; Visbeek, Samantha; Debets, Vincent E.; Luo, Chengjie; Storm, Cornelis; Ciarella, Simone; Janssen, Liesbeth M. C.
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errSave
Optimizing ionic transport in argyrodites: a unified view on the role of sulfur/halide distribution and local environments
errJOURNAL OF MATERIALS CHEMISTRY A
IF9.5
err2024-01-01
err0
errOAAI
errLavrinenko, Anastasia K.; Famprikis, Theodosios; Quirk, James A.; Landgraf, Victor; Groszewicz, Pedro B.; Heringa, Jouke R.; Smeets, Stef; Azizi, Victor; Ciarella, Simone; Dawson, James A.; Wagemaker, Marnix; Vasileiadis, Alexandros
errShare
errSave
Finding defects in glasses through machine learning
errNATURE COMMUNICATIONS
IF15.7
err2023-07-15
err10
errOAAI
errCiarella, Simone; Khomenko, Dmytro; Berthier, Ludovic; Mocanu, Felix C.; Reichman, David R.; Scalliet, Camille; Zamponi, Francesco
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errSave
Dynamics of supercooled liquids from static averaged quantities using machine learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-04-20
err7
errOAAI
errCiarella, Simone; Chiappini, Massimiliano; Boattini, Emanuele; Dijkstra, Marjolein; Janssen, Liesbeth M. C.
errShare
errSave
Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-03-14
err19
errOAAI
errCiarella, Simone; Trinquier, Jeanne; Weigt, Martin; Zamponi, Francesco
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errSave
Microscopic observation of two-level systems in a metallic glass model
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-01-03
err11
errOAAI
errMocanu, Felix C. C.; Berthier, Ludovic; Ciarella, Simone; Khomenko, Dmytro; Reichman, David R. R.; Scalliet, Camille; Zamponi, Francesco
errShare
errSave
Soft Particles at Liquid Interfaces: From Molecular Particle Architecture to Collective Phase Behavior
errLANGMUIR
IF3.9
err2021-04-22
err30
errOAAI
errCiarella, Simone; Rey, Marcel; Harrer, Johannes; Holstein, Nicolas; Ickler, Maret; Lowen, Hartmut; Vogel, Nicolas; Janssen, Liesbeth M. C.
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errSave
Understanding, predicting, and tuning the fragility of vitrimeric polymers
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-11-25
err51
errOAAI
errCiarella, Simone; Biezemans, Rutger A.; Janssen, Liesbeth M. C.
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errSave
Stimuli-Responsive Behavior of PNiPAm Microgels under Interfacial Confinement
errLANGMUIR
IF3.9
err2019-07-14
err82
errOAAI
errHarrer, Johannes; Rey, Marcel; Ciarella, Simone; Loewen, Hartmut; Janssen, Liesbeth M. C.; Vogel, Nicolas
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
H
Hartmut Löwen
H-index: 87 · Papers: 729
D
David R. Reichman
H-index: 74 · Papers: 354
L
Ludovic Berthier
H-index: 71 · Papers: 374
M
Marjolein Dijkstra
H-index: 70 · Papers: 410
M
Marnix Wagemaker
H-index: 70 · Papers: 249
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