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Simone Ciarella

Dynamics of Vitrimers: Defects as a Highway to Stress Relaxation
2018 · Simone Ciarella, Francesco Sciortino, et al. · Physical Review Letters · 115
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Stimuli-Responsive Behavior of PNiPAm Microgels under Interfacial Confinement
2019 · Johannes Harrer, Marcel Rey, et al. · Langmuir · 100
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Understanding, predicting, and tuning the fragility of vitrimeric polymers
2019 · Simone Ciarella, Rutger A. Biezemans, et al. · Proceedings of the National Academy of Sciences · 76
Soft Particles at Liquid Interfaces: From Molecular Particle Architecture to Collective Phase Behavior
2021 · Simone Ciarella, Marcel Rey, et al. · Langmuir · 43
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Finding defects in glasses through machine learning
2023 · Simone Ciarella, Dmytro Khomenko, et al. · Nature Communications · 35
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Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems
2023 · Simone Ciarella, Jeanne Trinquier, et al. · Machine Learning Science and Technology · 30
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Swap-Driven Self-Adhesion and Healing of Vitrimers
2019 · Simone Ciarella, Wouter G. Ellenbroek · Coatings · 24
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Optimizing ionic transport in argyrodites: a unified view on the role of sulfur/halide distribution and local environments
2024 · Anastasia K. Lavrinenko, Theodosios Famprikis, et al. · Journal of Materials Chemistry A · 21
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Multi-component generalized mode-coupling theory: predicting dynamics from structure in glassy mixtures
2021 · Simone Ciarella, Chengjie Luo, et al. · The European Physical Journal E · 15
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Collapse-induced phase transitions in binary interfacial microgel monolayers
2021 · Johannes Harrer, Simone Ciarella, et al. · Soft Matter · 15
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Microscopic observation of two-level systems in a metallic glass model
2022 · Felix C. Mocanu, Ludovic Berthier, et al. · The Journal of Chemical Physics · 14
Interface-induced hysteretic volume phase transition of microgels: simulation and experiment
2021 · Jannis Kolker, Johannes Harrer, et al. · Soft Matter · 13
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Glassy dynamics of a binary Voronoi fluid: a mode-coupling analysis
2020 · C Ruscher, S Ciarella, et al. · Journal of Physics Condensed Matter · 13
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Classifying the age of a glass based on structural properties: A machine learning approach
2024 · Giulia Janzen, Casper Smit, et al. · Physical Review Materials · 12
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Dynamics of supercooled liquids from static averaged quantities using machine learning
2023 · Simone Ciarella, Massimiliano Chiappini, et al. · Machine Learning Science and Technology · 12
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Generalized mode-coupling theory for mixtures of Brownian particles
2021 · Vincent E. Debets, Chengjie Luo, et al. · Physical review. E · 12
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Toward the observation of a liquid-liquid phase transition in patchy origami tetrahedra: a numerical study
2016 · Simone Ciarella, Oleg Gang, et al. · The European Physical Journal E · 11
Glassy dynamics from generalized mode-coupling theory: existence and uniqueness of solutions for hierarchically coupled integro-differential equations
2020 · Rutger A Biezemans, Simone Ciarella, et al. · Journal of Statistical Mechanics Theory and Experiment · 10
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Dead or alive: Distinguishing active from passive particles using supervised learning (a)
2023 · Giulia Janzen, Xander L. J. A. Smeets, et al. · Europhysics Letters (EPL) · 9
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Relaxation pathways for soft materials
2021 · Ciarella, Simone · TU/e Research Portal · 9
Rheology, Rupture, Reinforcement and Reversibility: Computational Approaches for Dynamic Network Materials
2020 · Chiara Raffaelli, Anwesha Bose, et al. · Advances in polymer science · 7
Associative bond swaps in molecular dynamics
2022 · Simone Ciarella, Wouter Ellenbroek · SciPost Physics · 3
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Shape matters: inferring the motility of confluent cells from static images
2025 · Quirine J. S. Braat, Giulia Janzen, et al. · Soft Matter · 2
Single shot line-of-sight atmospheric turbulence profiling for laser satellite communications with STORM
2025 · Marguerite Arvis, Simone Ciarella, et al. · Applied Optics · 1
Stimuli-responsive behavior of poly(N-isopropylacrylamide) microgels under interfacial confinement
2019 · Johannes Harrer, Marcel Rey, et al. · arXiv (Cornell University) · 1
Works count: 49
Citation count: 608
H-index: 13
I10-index: 18
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