연구 주제

분자의 움직임과 배열이 소금물, 고분자 코팅 나노입자, 유리, 겔의 성질로 이어지는 과정을 분자 시뮬레이션과 이론, 머신러닝으로 연구합니다.

연구 분야

그 외

전체 논문

2025

Exploring the Reaction Network of Acetic Acid in Supercritical Water via Machine Learning Interatomic Potential

Jae Hyun Ryu, Journal of Chemical Information and Modeling

[제일원리 계산과 머신러닝 역장으로 모사하는 화학 반응]

Controlling 2D Nanoparticle Self-Assembly Mesophases via Symmetry Breaking Driven by Single Bottlebrush Polymer Conjugation

SeoYeun Kim, Langmuir

[나노 입자와 콜로이드의 자기조립]

Variations of the Depletion Zones around Inclusions Explain the Complexity of Brush-Induced Depletion Interactions

Daeseong Yong, Journal of Chemical Theory and Computation

[고분자 분자 모사]

Depletion interaction between cylindrical inclusions in polymer brushes

Ji Woong Yu, Macromolecules

[고분자 분자 모사]

Elasticity of swollen and folded polyacrylamide hydrogel using the MARTINI coarse-grained model

Seunghyok Rho, ACS Applied Materials & Interfaces

[하이드로겔 멀티스케일 모델링]

Self-assembly of architected macromolecules: Bridging a gap between experiments and simulations

Ji Woong Yu, Chemical Physics Reviews

[나노 입자와 콜로이드의 자기조립]

2024

Anomalous water penetration in Al3+ dissolution

Minwoo Kim, The Journal of Physical Chemistry Letters

[머신러닝 역장으로 다루는 수용액 화학]

Understanding the dielectric relaxation of liquid water using neural network potential and classical pairwise potential

Jae Hyun Ryu, Journal of Molecular Liquids

[머신러닝 역장으로 다루는 수용액 화학]

Modulating the thermoresponsive characteristics of PLGA-PEG-PLGA hydrogels via manipulation of PLGA monomer sequences

SeongHoon Jo, Biomacromolecules

[하이드로겔 멀티스케일 모델링]

Two-Regime Conformation of Grafted Polymer on Nanoparticle Determines Symmetry of Nanoparticle Self-Assembly

Ji Woong Yu, Advanced Science

[나노 입자와 콜로이드의 자기조립]

Spatiotemporal characterization of water diffusion anomalies in saline solutions using machine learning force field

Ji Woong Yu, Science Advances

[머신러닝 역장으로 다루는 수용액 화학]

2022

A highly efficient and transparent luminescent solar concentrator based on a nanosized metal cluster luminophore anchored on polymers

Jun Choi, Journal of Materials Chemistry C

[공동 연구]

2021

Dynamical time scales of friction dynamics in active microrheology of a model glass

A. Madanchi, Soft Matter

[유리의 동역학과 미시유변학]

Real-space imaging of nanoparticle transport and interaction dynamics by graphene liquid cell TEM

Sungsu Kang, Science Advances

[나노 입자와 콜로이드의 자기조립]

2020

Active microrheology of a bulk metallic glass

Ji Woong Yu, Science Advances

[유리의 동역학과 미시유변학]

Enhanced sampling of cylindrical microphase separation via a shell-averaged bond-orientational order parameter

Bumjoon Seo, Soft Matter

[고분자 분자 모사]

Controlled assembly of icosahedral colloidal clusters for structural coloration

Cheolho Kim, Chemistry of Materials

[나노 입자와 콜로이드의 자기조립]

2019

Symmetry transitions of polymer-grafted nanoparticles: Grafting density effect

Hongseok Yun, Chemistry of Materials

[나노 입자와 콜로이드의 자기조립]

2018

Highly conductive, stretchable and biocompatible Ag-Au core-sheath nanowire composite for wearable and implantable bioelectronics

Suji Choi, Nature Nanotechnology

[공동 연구]

Efficient Conduction in Thin Film Transistors Consisting of Colloidal Nanocrystals: Effect of Nanocrystal Geometry

Hansol Wee, Advanced Theory and Simulations

[나노 입자와 콜로이드의 자기조립]

2017

Assemblies of colloidal CdSe tetrapod nanocrystals with lengthy arms for flexible thin-film transistors

Hyeonjun Heo, Nano Letters

[나노 입자와 콜로이드의 자기조립]

High-resolution spin-on-patterning of perovskite thin films for a multiplexed image sensor array

Woongchan Lee, Advanced Materials

[공동 연구]