Simone Ciarella
Simone Ciarella
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Dynamics of Vitrimers: Defects as a Highway to Stress Relaxation
S Ciarella, F Sciortino, WG Ellenbroek
Phys. Rev. Lett. 121 (5), 058003, 2018
Stimuli-responsive behavior of PNiPAm microgels under interfacial confinement
J Harrer, M Rey, S Ciarella, H Löwen, LMC Janssen, N Vogel
Langmuir 35 (32), 10512-10521, 2019
Understanding, predicting, and tuning the fragility of vitrimeric polymers
S Ciarella, RA Biezemans, LMC Janssen
Proceedings of the National Academy of Sciences 116 (50), 25013-25022, 2019
Soft particles at liquid interfaces: From molecular particle architecture to collective phase behavior
S Ciarella, M Rey, J Harrer, N Holstein, M Ickler, H Lowen, N Vogel, ...
Langmuir 37 (17), 5364-5375, 2021
Swap-driven self-adhesion and healing of vitrimers
S Ciarella, WG Ellenbroek
Coatings 9 (2), 114, 2019
Multi-component generalized mode-coupling theory: Predicting dynamics from structure in glassy mixtures
S Ciarella, C Luo, VE Debets, LMC Janssen
The European Physical Journal E 44, 1-9, 2021
Glassy dynamics of a binary Voronoi fluid: a mode-coupling analysis
C Ruscher, S Ciarella, C Luo, LMC Janssen, J Farago, J Baschnagel
Journal of Physics: Condensed Matter 33 (6), 064001, 2020
Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems
S Ciarella, J Trinquier, M Weigt, F Zamponi
Machine Learning: Science and Technology 4 (1), 010501, 2023
Generalized mode-coupling theory for mixtures of Brownian particles
VE Debets, C Luo, S Ciarella, LMC Janssen
Physical Review E 104 (6), 065302, 2021
Collapse-induced phase transitions in binary interfacial microgel monolayers
J Harrer, S Ciarella, M Rey, H Löwen, LMC Janssen, N Vogel
Soft Matter 17 (17), 4504-4516, 2021
Glassy dynamics from generalized mode-coupling theory: Existence and uniqueness of solutions for hierarchically coupled integro-differential equations
RA Biezemans, S Ciarella, O Çaylak, B Baumeier, LMC Janssen
Journal of Statistical Mechanics: Theory and Experiment 2020 (10), 103301, 2020
Microscopic observation of two-level systems in a metallic glass model
FC Mocanu, L Berthier, S Ciarella, D Khomenko, DR Reichman, C Scalliet, ...
The Journal of Chemical Physics 158 (1), 2023
Toward the observation of a liquid-liquid phase transition in patchy origami tetrahedra: a numerical study
S Ciarella, O Gang, F Sciortino
The European Physical Journal E 39, 1-6, 2016
Dynamics of supercooled liquids from static averaged quantities using machine learning
S Ciarella, M Chiappini, E Boattini, M Dijkstra, LMC Janssen
Machine Learning: Science and Technology 4 (2), 025010, 2023
Interface-induced hysteretic volume phase transition of microgels: simulation and experiment
J Kolker, J Harrer, S Ciarella, M Rey, M Ickler, LMC Janssen, N Vogel, ...
Soft Matter 17 (22), 5581-5589, 2021
Finding defects in glasses through machine learning
S Ciarella, D Khomenko, L Berthier, FC Mocanu, DR Reichman, C Scalliet, ...
Nature Communications 14 (1), 4229, 2023
Relaxation pathways for soft materials
S Ciarella
Rheology, rupture, reinforcement and reversibility: Computational approaches for dynamic network materials
C Raffaelli, A Bose, CHMP Vrusch, S Ciarella, T Davris, NB Tito, AV Lyulin, ...
Self-healing and self-recovering hydrogels, 63-126, 2020
Classifying the age of a glass based on structural properties: A machine learning approach
G Janzen, C Smit, S Visbeek, VE Debets, C Luo, C Storm, S Ciarella, ...
Physical Review Materials 8 (2), 025602, 2024
Dead or alive: Distinguishing active from passive particles using supervised learning (a)
G Janzen, XLJA Smeets, VE Debets, C Luo, C Storm, LMC Janssen, ...
Europhysics Letters 143 (1), 17004, 2023
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