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Data-driven nonparametric identification of material behavior based on physics-informed neural network with full-field data File

Jeong, Iksu , Cho, Maenghyo , Chung, Hayoung , Kim, Do-Nyun

Article Issue Date2024-01 View74

Deep learning aided evaluation for electromechanical properties of complexly structured polymer nanocomposites File

Baek, Kyungmin , Hwang, Taehyun , Lee, Wonseok , Chung, Hayoung , Cho, Maenghyo

Article Issue Date2022-09 View77

Discovering constitutive equations of crystal structures by sparse identification File

Im, Sunyoung , Kim, Hyungjun , Kim, Wonbae , Chung, Hayoung , Cho, Maenghyo

Article Issue Date2022-12 View74

Effect of azobenzene composition ratio on the degree of photosoftening: Experimental and molecular dynamics simulation studies File

Kim, Hyunsu , Park, Sungwoo , Chung, Hayoung , Li, Chenzhe , Cho, Maenghyo

Article Issue Date2024-01 View76

Effect of Copolymer Composition on Shape-Memory Polyurethane via Coarse-grained Molecular Dynamics simulation

Park, Sungwoo , Moon, Junghwan , Kim, Byungjo , Cho, Maenghyo

Conference Paper Issue Date2019-07-28 View56

Electrolyte-free graphite electrode with enhanced interfacial conduction using Li+-conductive binder for high-performance all-solid-state batteries File

Shin, Dong Ok , Kim, Hyungjun , Jung, Seungwon , Byun, Seoungwoo , Choi, Jaecheol , Kim, Min Pyeong , Kim, Ju Young , Kang, Seok Hun , Park, Young-Sam , Hong, Sung You , et al

Article Issue Date2022-08 View103

Finite-element analysis of the optical-texture-mediated photoresponse in a nematic strip File

Chung, Hayoung , Yun, Jung-Hoon , Choi, Joonmyung , Cho, Maenghyo

Article Issue Date2017-01 View43

First principles study on Li metallic phase nucleation at grain boundaries in a lithium lanthanum titanium oxide (LLTO) solid electrolyte File

Kim, Hyungjun , Conlin, Patrick , Bergschneider, Matthew , Chung, Hayoung , Kim, Sung Youb , Cha, Suk Won , Cho, Maenghyo , Cho, Kyeongjae

Article Issue Date2023-02 View84

Fracture toughness enhancement of thermoplastic/epoxy blends by the plastic yield of toughening agents: A multiscale analysis File

Shin, Hyunseong , Kim, Byungjo , Han, Jin-Gyu , Lee, Man Young , Park, Jong Kyoo , Cho, Maenghyo

Article Issue Date2017-06 View65

Influence of crosslink density on the interfacial characteristics of epoxy nanocomposites File

Kim, Byungjo , Choi, Joonmyung , Yang, Seunghwa , Yu, Suyoung , Cho, Maenghyo

Article Issue Date2015-03 View63

Influences of the molecular structures of curing agents on the inelastic-deformation mechanisms in highly-crosslinked epoxy polymers File

Park, Hyungbum , Kim, Byungjo , Choi, Joonmyung , Cho, Maenghyo

Article Issue Date2018-01 View101

Investigation of photo-mechanical behavior of azobenzene-based polymer: A coarse-grained molecular dynamics study

Moon, Junghwan , Kim, Byungjo , Choi, Joonmyung , Cho, Maenghyo

Conference Paper Issue Date2018-10-28 View70

Length and boundary effects on a nanorod File

Kim, Wonbae , Chung, Hayoung , Cho, Maenghyo

Article Issue Date2012-12 View43

Light and thermal responses of liquid-crystal-network films: A finite element study File

Chung, Hayoung , Choi, Joonmyung , Yun, Jung-Hoon , Cho, Maenghyo

Article Issue Date2015-04 View58

Molecular Dynamics Study on the Photothermal Actuation of a Glassy Photoresponsive Polymer Reinforced with Gold Nanoparticles with Size Effect File

Choi, Joonmyung , Chung, Hayoung , Yun, Jung-Hoon , Cho, Maenghyo

Article Issue Date2016-09 View46

Multi-scale coarse-grained molecular dynamics simulation to investigate the thermo-mechanical behavior of shape-memory polyurethane copolymers File

Park, Sungwoo , Moon, Junghwan , Kim, Byungjo , Cho, Maenghyo

Article Issue Date2021-01 View61

Multiscale Approach to Local Crosslink Density Variation of Epoxy Nanocomposites with nanoparticle

Yoo, Taewoo , Chung, Ingyun , Kim, Byungjo , Park, Hyungbum , Cho, Maenghyo

Conference Paper Issue Date2019-10-19 View62

Multiscale modeling and its validation of the trans-cis-trans reorientation-based photodeformation in azobenzene-doped liquid crystal polymer File

Yun, Jung-Hoon , Li, Chenzhe , Chung, Hayoung , Choi, Joonmyung , Cho, Maenghyo

Article Issue Date2017-12 View48

Multiscale modeling of interphase in crosslinked epoxy nanocomposites File

Kim, Byungjo , Choi, Joonmyung , Yang, Seunghwa , Yu, Suyoung , Cho, Maenghyo

Article Issue Date2017-07 View61

Multiscale modeling of load transfer characteristics in crosslinked epoxy nanocomposites File

Kim, Byungjo , Shin, Hyunseong , Choi, Joonmyung , Cho, Maenghyo

Article Issue Date2022-10 View65

Multiscale Study of Shape-Memory Behavior of Semicrystalline Polyurethane Nanocomposites Doped with Silica Nanoparticles Based on Coarse-Grained Molecular Dynamics Simulation File

Park, Sungwoo , Moon, Junghwan , Cho, Maenghyo , Lee, Yun Seog , Chung, Hayoung , Yang, Seunghwa

Article Issue Date2024-03 View69

Multiscale Study of the Relationship between Photoisomerization and Mechanical Behavior of Azo-Polymer Based on the Coarse-Grained Molecular Dynamics Simulation File

Moon, Junghwan , Kim, Byungjo , Choi, Joonmyung , Cho, Maenghyo

Article Issue Date2019-03 View58

Nonlinear photomechanics of nematic networks: upscaling microscopic behaviour to macroscopic deformation File

Chung, Hayoung , Choi, Joonmyung , Yun, Jung-Hoon , Cho, Maenghyo

Article Issue Date2016-02 View60

Numerical study of light-induced phase behavior of smectic solids File

Chung, Hayoung , Park, Jaesung , Cho, Maenghyo

Article Issue Date2016-10 View58

Origin of Poor Cyclability in Li2NInSiO4 from First-Principles Calculations: Layer Exfoliation and Unstable Cycled Structure File

Lee, Hosik , Park, Soon-Dong , Moon, Janghyuk , Lee, Hoonkyung , Cho, Kyeongjae , Cho, Maenghyo , Kim, Sung Youb

Article Issue Date2014-07 View161

Photo deformation in azobenzene liquid-crystal network: Multiscale model prediction and its validation File

Yun, Jung-Hoon , Li, Chenzhe , Chung, Hayoung , Choi, Joonmyung , Cho, Maenghyo

Article Issue Date2015-09 View62

Photo-isomerization effect of the azobenzene chain on the opto-mechanical behavior of nematic polymer: A molecular dynamics study File

Choi, Joonmyung , Chung, Hayoung , Yun, Jung-Hoon , Cho, Maenghyo

Article Issue Date2014-12 View45

Strain pattern search of photo-responsive strip using topology optimization method File

Park, Jaesung , Chung, Hayoung , Cho, Maenghyo

Article Issue Date2022-11 View84

Strain rate effects on fracture toughness of polymer nanocomposites: A multiscale study File

Lee, Wonseok , Yoo, Taewoo , Baek, Kyungmin , Cho, Maenghyo , Chung, Hayoung , Shin, Hyunseong , Lee, Yun Seog

Article Issue Date2024-03 View68

Toward the constitutive modeling of epoxy matrix: Temperature-accelerated quasi-static molecular simulations consistent with the experimental test File

Park, Hyungbum , Choi, Joonmyung , Kim, Byungjo , Yang, Seunghwa , Shin, Hyunseong , Cho, Maenghyo

Article Issue Date2018-06 View73

Toward the multiscale modeling for the construction of cohesive zone model on the interface of laminated composite structure

Chung, Ingyun , Kim, Hyunil , Kim, Byungjo , Cho, Maenghyo

Conference Paper Issue Date2019-01-07 View48

Understanding the shape-memory mechanism of thermoplastic polyurethane by investigating the phase-separated morphology: A dissipative particle dynamics study File

Park, Sungwoo , Lee, Jeong-ha , Cho, Maenghyo , Lee, Yun Seog , Chung, Hayoung , Yang, Seunghwa

Article Issue Date2024-08 View69

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