2 papers
cond-mat.soft2021
Automated matching of two-time X-ray photon correlation maps from protein dynamics with Cahn-Hilliard type simulations using autoencoder networks
S. Timmermann, V. Starostin, A. Girelli +10
We use machine learning methods for an automated classification of experimental XPCS two-time correlation functions from an arrested liquid-liquid phase separation of a protein sol…
cond-mat.soft2018
Interfacial Entropic Interactions Tunes Fragility and Dynamic Heterogeneity of Glassy Athermal Polymer Nanocomposite films
Nafisa Begam, Nimmi Das A, Sivasurender Chandran +4
Enthalpic interactions at the interface between nanoparticles and matrix polymers is known to influence various properties of the resultant polymer nanocomposites (PNC). For atherm…