70 citations · 103 across the 7 of their papers we have counts for
8 papers
Accelerated Design of Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning
Jan Michael Y. Carrillo, Vijith P, Tarak K. Patra +5
Star block copolymers (s-BCPs) have potential applications as novel surfactants or amphiphiles for emulsification, compatbilization, chemical transformations and separations. s-BCP…
Spatial correlations of entangled polymer dynamics
Jihong Ma, Jan-Michael Y. Carrillo, Changwoo Do +6
The spatial correlations of entangled polymer dynamics are examined by molecular dynamics simulations and neutron spin-echo spectroscopy. Due to the soft nature of topological cons…
A Machine Learning Inversion Scheme for Determining Interaction from Scattering
Chi-Huan Tung, Shou-Yi Chang, Jan-Michael Carrillo +3
We outline a machine learning strategy for determining the effective interaction in the condensed phases of matter using scattering. Via a case study of colloidal suspensions, we s…
Rethinking the Transient Network Concept in Entangled Polymer Rheology
Wen-Sheng Xu, Christopher N. Lam, Jan-Michael Y. Carrillo +2
The classical rheological theories of entangled polymeric liquids are built upon two pillars: Gaussian statistics of entanglement strands and the assumption that the stress arises…
Comment on: "Relating Chain Conformations to Extensional Stress in Entangled Polymer Melts"
Wen-Sheng Xu, Christopher N. Lam, Jan-Michael Y. Carrillo +2
Based on non-equilibrium molecular dynamics simulations of entangled polymer melts, a recent Letter [Phys. Rev. Lett. , 047801 (2018), arXiv:1806.09509] claims that t…
Probing static discharge of polymer surfaces with nanoscale resolution
Nikolay Borodinov, Anton V. Ievlev, Jan-Michael Carrillo +6
Triboelectric charging strongly affects the operation cycle and handling of materials and can be used to harvest mechanical energy through triboelectric nanogenerator set-up. Despi…
Scaling Behavior of Anisotropy Relaxation in Deformed Polymers
Christopher N. Lam, Wen-Sheng Xu, Wei-Ren Chen +12
Drawing an analogy to the paradigm of quasi-elastic neutron scattering, we present a general approach for quantitatively investigating the spatiotemporal dependence of structural a…
Revealing spatially heterogeneous relaxation in a model nanocomposite
Shiwang Cheng, Stephen Mirigian, Jan-Michael Y. Carrillo +4
The detailed nature of spatially heterogeneous dynamics of glycerol-silica nanocomposites is unraveled by combining dielectric spectroscopy with atomistic simulation and statistica…