Simone Ciarella

Dynamics of Vitrimers: Defects as a Highway to Stress Relaxation

Simone Ciarella, Francesco Sciortino, Wouter G. Ellenbroek · Physical Review Letters · 2018 · 111 citations · Full text

Stimuli-Responsive Behavior of PNiPAm Microgels under Interfacial Confinement

Johannes Harrer, Marcel Rey, Simone Ciarella et al. · Langmuir · 2019 · 95 citations · Full text

Understanding, predicting, and tuning the fragility of vitrimeric polymers

Simone Ciarella, Rutger A. Biezemans, Liesbeth M. C. Janssen · Proceedings of the National Academy of Sciences · 2019 · 68 citations · Full text

Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems

Simone Ciarella, Jeanne Trinquier, Martin Weigt et al. · Machine Learning Science and Technology · 2023 · 27 citations · Full text

Finding defects in glasses through machine learning

Simone Ciarella, Dmytro Khomenko, Ludovic Berthier et al. · Nature Communications · 2023 · 27 citations · Full text