| Dynamics of Vitrimers: Defects as a Highway to Stress Relaxation S Ciarella, F Sciortino, WG Ellenbroek Phys. Rev. Lett. 121 (5), 058003, 2018 | 90 | 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 | 85 | 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 | 57 | 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 | 31 | 2021 |
| 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 | 22 | 2023 |
| Swap-driven self-adhesion and healing of vitrimers S Ciarella, WG Ellenbroek Coatings 9 (2), 114, 2019 | 21 | 2019 |
| 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 | 17 | 2023 |
| 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 | 17 | 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 | 15 | 2020 |
| Generalized mode-coupling theory for mixtures of Brownian particles VE Debets, C Luo, S Ciarella, LMC Janssen Physical Review E 104 (6), 065302, 2021 | 11 | 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 | 11 | 2021 |
| 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 | 10 | 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 | 10 | 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 | 9 | 2023 |
| 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 | 9 | 2020 |
| 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 | 8 | 2021 |
| 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 | 8 | 2020 |
| 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 | 7 | 2023 |
| Relaxation pathways for soft materials S Ciarella | 7 | 2021 |
| 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 | 5 | 2024 |
