Patrycja Polińska

Backmapping coarse-grained macromolecules: An efficient and versatile machine learning approach

Wei Li, Craig Burkhart, Patrycja Polińska et al. · The Journal of Chemical Physics · 2020 · 91 citations

Geometric Learning, Engineering, Machine Learning +21

Shear modulus of simulated glass-forming model systems: Effects of boundary condition, temperature, and sampling time

J. P. Wittmer, Hòng Xu, Patrycja Polińska et al. · The Journal of Chemical Physics · 2013 · 76 citations · Full text

Dynamics and Rheology of Polymer Melts<i>via</i>Hierarchical Atomistic, Coarse-Grained, and Slip-Spring Simulations

Alireza F. Behbahani, Ludwig Schneider, Anastassia N. Rissanou et al. · Macromolecules · 2021 · 62 citations · Full text

Conformations and Dynamics of Polymer Chains in Cis and Trans Polybutadiene/Silica Nanocomposites through Atomistic Simulations: From the Unentangled to the Entangled Regime

Alireza F. Behbahani, Anastassia N. Rissanou, Manolis Doxastakis et al. · Macromolecules · 2020 · 52 citations · Full text

Engineering, Polymer Chains, Trans Polybutadiene/silica Nanocomposites +24

Scale-Free Static and Dynamical Correlations in Melts of Monodisperse and Flory-Distributed Homopolymers

Joachim Wittmer, Anna Cavallo, Hòng Xu et al. · Journal of Statistical Physics · 2011 · 36 citations · Full text

Engineering, Physics, Dynamical Correlations +9