Research Topics
We use molecular simulation, theory, and machine learning to connect molecular motion and arrangement with the behavior of salt solutions, polymer-coated nanoparticles, glasses, and gels.
Research areas
Other
All Publications
Exploring the Reaction Network of Acetic Acid in Supercritical Water via Machine Learning Interatomic Potential
Jae Hyun Ryu et al.,
Controlling 2D Nanoparticle Self-Assembly Mesophases via Symmetry Breaking Driven by Single Bottlebrush Polymer Conjugation
SeoYeun Kim et al.,
Variations of the Depletion Zones around Inclusions Explain the Complexity of Brush-Induced Depletion Interactions
Daeseong Yong et al.,
Depletion interaction between cylindrical inclusions in polymer brushes
Ji Woong Yu et al.,
Elasticity of swollen and folded polyacrylamide hydrogel using the MARTINI coarse-grained model
Seunghyok Rho et al.,
Self-assembly of architected macromolecules: Bridging a gap between experiments and simulations
Ji Woong Yu et al.,
Anomalous water penetration in Al3+ dissolution
Minwoo Kim et al.,
Understanding the dielectric relaxation of liquid water using neural network potential and classical pairwise potential
Jae Hyun Ryu et al.,
Modulating the thermoresponsive characteristics of PLGA-PEG-PLGA hydrogels via manipulation of PLGA monomer sequences
SeongHoon Jo et al.,
Two-Regime Conformation of Grafted Polymer on Nanoparticle Determines Symmetry of Nanoparticle Self-Assembly
Ji Woong Yu et al.,
Spatiotemporal characterization of water diffusion anomalies in saline solutions using machine learning force field
Ji Woong Yu et al.,
A highly efficient and transparent luminescent solar concentrator based on a nanosized metal cluster luminophore anchored on polymers
Jun Choi et al.,
Dynamical time scales of friction dynamics in active microrheology of a model glass
A. Madanchi et al.,
Real-space imaging of nanoparticle transport and interaction dynamics by graphene liquid cell TEM
Sungsu Kang et al.,
Active microrheology of a bulk metallic glass
Ji Woong Yu et al.,
Enhanced sampling of cylindrical microphase separation via a shell-averaged bond-orientational order parameter
Bumjoon Seo et al.,
Controlled assembly of icosahedral colloidal clusters for structural coloration
Cheolho Kim et al.,
Symmetry transitions of polymer-grafted nanoparticles: Grafting density effect
Hongseok Yun et al.,
Highly conductive, stretchable and biocompatible Ag-Au core-sheath nanowire composite for wearable and implantable bioelectronics
Suji Choi et al.,
Efficient Conduction in Thin Film Transistors Consisting of Colloidal Nanocrystals: Effect of Nanocrystal Geometry
Hansol Wee et al.,
Assemblies of colloidal CdSe tetrapod nanocrystals with lengthy arms for flexible thin-film transistors
Hyeonjun Heo et al.,
High-resolution spin-on-patterning of perovskite thin films for a multiplexed image sensor array
Woongchan Lee et al.,