Works by Ryu, Seunghwa

Results: 45

Atomic-Scale 3D Structural Analysis of Core-Shell Nanoparticles.

Published in:

Microscopy & Microanalysis, 2024, v. 30, p. 1, doi. 10.1093/mam/ozae044.887

By:

Jo, Hyesung;
Wi, Dae Han;
Lee, Taegu;
Kwon, Yongmin;
Jeong, Chaehwa;
Lee, Juhyeok;
Baik, Hionsuck;
Pattison, Alexander J;
Theis, Wolfgang;
Ophus, Colin;
Ercius, Peter;
Lee, Yea-Lee;
Ryu, Seunghwa;
Han, Sang Woo;
Yang, Yongsoo

Publication type:

Article

Single-Atom Level Determination of 3-Dimensional Surface/Interface Atomic Structures via Deep Learning-Assisted Atomic Electron Tomography.

Published in:

2023

By:

Lee, Juhyeok;
Jo, Hyesung;
Jeong, Chaehwa;
Lee, Taegu;
Ryu, Seunghwa;
Yang, Yongsoo

Publication type:

Abstract

3D Structural Determination of Core-shell Nanoparticles.

Published in:

2022

By:

Jo, Hyesung;
Wi, Dae Han;
Lee, Taegu;
Jeong, Chaehwa;
Lee, Juhyeok;
Baik, Hionsuck;
Pattison, Alexander J.;
Theis, Wolfgang;
Ophus, Colin;
Ercius, Peter;
Ryu, Seunghwa;
Han, Sang Woo;
Yang, Yongsoo

Publication type:

Abstract

Applicability of the interface spring model for micromechanical analyses with interfacial imperfections to predict the modified exterior Eshelby tensor and effective modulus.

Published in:

Mathematics & Mechanics of Solids, 2019, v. 24, n. 9, p. 2944, doi. 10.1177/1081286519826343

By:

Lee, Sangryun;
Kim, Youngsoo;
Lee, Jinyeop;
Ryu, Seunghwa

Publication type:

Article

Modified Eshelby tensor for an anisotropic matrix with interfacial damage.

Published in:

Mathematics & Mechanics of Solids, 2019, v. 24, n. 6, p. 1749, doi. 10.1177/1081286518805521

By:

Lee, Sangryun;
Lee, Jinyeop;
Ryu, Seunghwa

Publication type:

Article

High‐performance piezoelectric yarns for artificial intelligence‐enabled wearable sensing and classification.

Published in:

EcoMat, 2023, v. 5, n. 8, p. 1, doi. 10.1002/eom2.12384

By:

Kim, Dabin;
Yang, Ziyue;
Cho, Jaewon;
Park, Donggeun;
Kim, Dong Hwi;
Lee, Jinkee;
Ryu, Seunghwa;
Kim, Sang‐Woo;
Kim, Miso

Publication type:

Article

Enhancing Prediction Performance and Generalizing for Transverse Behavior of Unidirectional Composites via Strategic Input Feature Augmentation.

Published in:

Advanced Theory & Simulations, 2025, v. 8, n. 4, p. 1, doi. 10.1002/adts.202401311

By:

Park, Minwoo;
Jung, Jiyoung;
Moon, Hyeonbin;
Park, Donggeun;
Go, Myeong‐Seok;
Noh, Hong‐Kyun;
Lim, Jae Hyuk;
Ryu, Seunghwa

Publication type:

Article

Enhancing Injection Molding Optimization for SFRPs Through Multi‐Fidelity Data‐Driven Approaches Incorporating Prior Information in Limited Data Environments.

Published in:

Advanced Theory & Simulations, 2024, v. 7, n. 8, p. 1, doi. 10.1002/adts.202400130

By:

Lee, Hugon;
Lee, Mingyu;
Jung, Jiyoung;
Lee, Ikjin;
Ryu, Seunghwa

Publication type:

Article

Comparative Study of Multi‐objective Bayesian Optimization and NSGA‐III based Approaches for Injection Molding Process.

Published in:

Advanced Theory & Simulations, 2024, v. 7, n. 7, p. 1, doi. 10.1002/adts.202400135

By:

Jung, Jiyoung;
Park, Kundo;
Lee, Hugon;
Cho, Byungjin;
Ryu, Seunghwa

Publication type:

Article

Expanding Design Spaces in Digital Composite Materials: A Multi‐Input Deep Learning Approach Enhanced by Transfer Learning and Multi‐kernel Network.

Published in:

Advanced Theory & Simulations, 2023, v. 6, n. 11, p. 1, doi. 10.1002/adts.202300465

By:

Park, Donggeun;
Park, Minwoo;
Ryu, Seunghwa

Publication type:

Article

Deep neural network-based structural health monitoring technique for real-time crack detection and localization using strain gauge sensors.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-24269-4

By:

Yoon, Jiyoung;
Lee, Junhyeong;
Kim, Giyoung;
Ryu, Seunghwa;
Park, Jinhyoung

Publication type:

Article

Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 8, p. 3623, doi. 10.1007/s10845-022-02018-8

By:

Jung, Jiyoung;
Park, Kundo;
Cho, Byungjin;
Park, Jinkyoo;
Ryu, Seunghwa

Publication type:

Article

Deep learning framework for material design space exploration using active transfer learning and data augmentation.

Published in:

NPJ Computational Materials, 2021, v. 7, n. 1, p. 1, doi. 10.1038/s41524-021-00609-2

By:

Kim, Yongtae;
Kim, Youngsoo;
Yang, Charles;
Park, Kundo;
Gu, Grace X.;
Ryu, Seunghwa

Publication type:

Article

Direct strain correlations at the single-atom level in three-dimensional core-shell interface structures.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-33236-6

By:

Jo, Hyesung;
Wi, Dae Han;
Lee, Taegu;
Kwon, Yongmin;
Jeong, Chaehwa;
Lee, Juhyeok;
Baik, Hionsuck;
Pattison, Alexander J.;
Theis, Wolfgang;
Ophus, Colin;
Ercius, Peter;
Lee, Yea-Lee;
Ryu, Seunghwa;
Han, Sang Woo;
Yang, Yongsoo

Publication type:

Article

Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning.

Published in:

Advanced Engineering Materials, 2024, v. 26, n. 11, p. 1, doi. 10.1002/adem.202301865

By:

Lee, Junhyeong;
Park, Kyungseo;
Park, Kundo;
Kim, Yongtae;
Kim, Jung;
Ryu, Seunghwa

Publication type:

Article

Hierarchical Generative Network: A Hierarchical Multitask Learning Approach for Accelerated Composite Material Design and Discovery.

Published in:

Advanced Engineering Materials, 2023, v. 25, n. 21, p. 1, doi. 10.1002/adem.202300867

By:

Park, Donggeun;
Lee, Jaemin;
Park, Kundo;
Ryu, Seunghwa

Publication type:

Article

Author Correction: A micromechanics-based analytical solution for the effective thermal conductivity of composites with orthotropic matrices and interfacial thermal resistance.

Published in:

2019

By:

Lee, Sangryun;
Lee, Jinyeop;
Ryu, Byungki;
Ryu, Seunghwa

Publication type:

Correction Notice

Nucleation-Controlled Distributed Plasticity in Penta-twinned Silver Nanowires.

Published in:

Small, 2012, v. 8, n. 19, p. 2986, doi. 10.1002/smll.201200522

By:

Filleter, Tobin;
Ryu, Seunghwa;
Kang, Keonwook;
Yin, Jie;
Bernal, Rodrigo A.;
Sohn, Kwonnam;
Li, Shuyou;
Huang, Jiaxing;
Cai, Wei;
Espinosa, Horacio D.

Publication type:

Article

Multifunctionality and control of the crumpling and unfolding of large-area graphene.

Published in:

Nature Materials, 2013, v. 12, n. 4, p. 321, doi. 10.1038/nmat3542

By:

Zang, Jianfeng;
Ryu, Seunghwa;
Pugno, Nicola;
Wang, Qiming;
Tu, Qing;
Buehler, Markus J.;
Zhao, Xuanhe

Publication type:

Article

Folding Large Graphene‐on‐Polymer Films Yields Laminated Composites with Enhanced Mechanical Performance.

Published in:

Advanced Materials, 2018, v. 30, n. 35, p. 1, doi. 10.1002/adma.201707449

By:

Wang, Bin;
Li, Zhancheng;
Wang, Chunhui;
Signetti, Stefano;
Cunning, Benjamin V.;
Wu, Xiaozhong;
Huang, Yuan;
Jiang, Yi;
Shi, Haofei;
Ryu, Seunghwa;
Pugno, Nicola M.;
Ruoff, Rodney S.

Publication type:

Article

Editorial: Innovators in mechanics of materials.

Published in:

Frontiers in Materials, 2024, p. 01, doi. 10.3389/fmats.2023.1346034

By:

Seunghwa Ryu;
Mitchell, Geoffrey Robert;
Caggiano, Antonio;
Radovitzky, Raul A.;
Trovalusci, Patrizia;
Pugno, Nicola Maria

Publication type:

Article

Graphene-coated meshes for electroactive flow control devices utilizing two antagonistic functions of repellency and permeability.

Published in:

Nature Communications, 2016, v. 7, n. 10, p. 13345, doi. 10.1038/ncomms13345

By:

Tabassian, Rassoul;
Oh, Jung-Hwan;
Kim, Sooyeun;
Kim, Donggyu;
Ryu, Seunghwa;
Cho, Seung-Min;
Koratkar, Nikhil;
Oh, Il-Kwon

Publication type:

Article

Nanoscale control of phonon excitations in graphene.

Published in:

Nature Communications, 2015, v. 6, n. 6, p. 7528, doi. 10.1038/ncomms8528

By:

Kim, Hyo Won;
Ko, Wonhee;
Ku, JiYeon;
Jeon, Insu;
Kim, Donggyu;
Kwon, Hyeokshin;
Oh, Youngtek;
Ryu, Seunghwa;
Kuk, Young;
Hwang, Sung Woo;
Suh, Hwansoo

Publication type:

Article

Predictive modelling-based design and experiments for synthesis and spinning of bioinspired silk fibres.

Published in:

Nature Communications, 2015, v. 6, n. 5, p. 6892, doi. 10.1038/ncomms7892

By:

Lin, Shangchao;
Ryu, Seunghwa;
Tokareva, Olena;
Gronau, Greta;
Jacobsen, Matthew M.;
Huang, Wenwen;
Rizzo, Daniel J.;
Li, David;
Staii, Cristian;
Pugno, Nicola M.;
Wong, Joyce Y.;
Kaplan, David L.;
Buehler, Markus J.

Publication type:

Article

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices (Adv. Mater. 14/2025).

Published in:

Advanced Materials, 2025, v. 37, n. 14, p. 1, doi. 10.1002/adma.202570108

By:

Serles, Peter;
Yeo, Jinwook;
Haché, Michel;
Demingos, Pedro Guerra;
Kong, Jonathan;
Kiefer, Pascal;
Dhulipala, Somayajulu;
Kumral, Boran;
Jia, Katherine;
Yang, Shuo;
Feng, Tianjie;
Jia, Charles;
Ajayan, Pulickel M.;
Portela, Carlos M.;
Wegener, Martin;
Howe, Jane;
Singh, Chandra Veer;
Zou, Yu;
Ryu, Seunghwa;
Filleter, Tobin

Publication type:

Article

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices.

Published in:

Advanced Materials, 2025, v. 37, n. 14, p. 1, doi. 10.1002/adma.202410651

By:

Serles, Peter;
Yeo, Jinwook;
Haché, Michel;
Demingos, Pedro Guerra;
Kong, Jonathan;
Kiefer, Pascal;
Dhulipala, Somayajulu;
Kumral, Boran;
Jia, Katherine;
Yang, Shuo;
Feng, Tianjie;
Jia, Charles;
Ajayan, Pulickel M.;
Portela, Carlos M.;
Wegener, Martin;
Howe, Jane;
Singh, Chandra Veer;
Zou, Yu;
Ryu, Seunghwa;
Filleter, Tobin

Publication type:

Article

On‐Demand Crack Formation on DNA Film via Organic Solvent‐Induced Dehydration (Adv. Mater. 31/2024).

Published in:

Advanced Materials, 2024, v. 36, n. 31, p. 1, doi. 10.1002/adma.202470250

By:

Lee, Soeun;
Moon, Hyeonbin;
Kim, Juri;
Ryu, Seunghwa;
Park, Soon Mo;
Yoon, Dong Ki

Publication type:

Article

On‐Demand Crack Formation on DNA Film via Organic Solvent‐Induced Dehydration.

Published in:

Advanced Materials, 2024, v. 36, n. 31, p. 1, doi. 10.1002/adma.202314374

By:

Lee, Soeun;
Moon, Hyeonbin;
Kim, Juri;
Ryu, Seunghwa;
Park, Soon Mo;
Yoon, Dong Ki

Publication type:

Article

Elastic Relaxation of Coherent InGaN/GaN Interfaces at the Microwire LED Sidewall.

Published in:

Advanced Science, 2025, v. 12, n. 19, p. 1, doi. 10.1002/advs.202408736

By:

Kim, Jongil;
Yeo, Jinwook;
Park, Bumsu;
Jeong, Jeehun;
Ryu, Seunghwa;
Oh, Sang Ho

Publication type:

Article

Elastic Relaxation of Coherent InGaN/GaN Interfaces at the Microwire LED Sidewall (Adv. Sci. 19/2025).

Published in:

Advanced Science, 2025, v. 12, n. 19, p. 1, doi. 10.1002/advs.202570142

By:

Kim, Jongil;
Yeo, Jinwook;
Park, Bumsu;
Jeong, Jeehun;
Ryu, Seunghwa;
Oh, Sang Ho

Publication type:

Article

Multi‐Objective Bayesian Optimization for Laminate‐Inspired Mechanically Reinforced Piezoelectric Self‐Powered Sensing Yarns.

Published in:

Advanced Science, 2024, v. 11, n. 33, p. 1, doi. 10.1002/advs.202402440

By:

Yang, Ziyue;
Park, Kundo;
Nam, Jisoo;
Cho, Jaewon;
Choi, Yong Jun;
Kim, Yong‐Il;
Kim, Hyeonsoo;
Ryu, Seunghwa;
Kim, Miso

Publication type:

Article

First-principles study of the ternary effects on the plasticity of γ-TiAl crystals.

Published in:

Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-77891-5

By:

Lee, Taegu;
Kim, Seong-Woong;
Kim, Ji Young;
Ko, Won-Seok;
Ryu, Seunghwa

Publication type:

Article

Skin‐Tailored Adhesive Bio‐Electrode with Tunable Poisson's Ratio for Stable Electrophysiological Communication.

Published in:

Advanced Healthcare Materials, 2025, v. 14, n. 10, p. 1, doi. 10.1002/adhm.202404882

By:

Kang, Hyun Seok;
Kim, Sumin;
Song, Hyunggwi;
Lee, Yung;
Jang, Junho;
Chung, Won Gi;
Gu, Chang‐Yeon;
Kim, Junmo;
Kim, Taek‐Soo;
Ryu, Seunghwa;
Park, Jang‐Ung;
Bae, Byeong‐Soo

Publication type:

Article

Meter-scale heterostructure printing for high-toughness fiber electrodes in intelligent digital apparel.

Published in:

Nature Communications, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41467-025-59703-4

By:

Lee, Gun-Hee;
Lee, Yunheum;
Seo, Hyeonyeob;
Jo, Kyunghyun;
Yeo, Jinwook;
Kim, Semin;
Bae, Jae-Young;
Kim, Chul;
Majidi, Carmel;
Kang, Jiheong;
Kang, Seung-Kyun;
Ryu, Seunghwa;
Park, Seongjun

Publication type:

Article

Elastic and fracture property analyses of triangular and square lattice spring models at a large deformation regime.

Published in:

Journal of Mechanical Science & Technology, 2018, v. 32, n. 6, p. 2693, doi. 10.1007/s12206-018-0526-9

By:

Kim, Yongtae;
Kim, Youngsoo;
Ryu, Seunghwa

Publication type:

Article

Wetting theory for small droplets on textured solid surfaces.

Published in:

Scientific Reports, 2016, p. 37813, doi. 10.1038/srep37813

By:

Kim, Donggyu;
Pugno, Nicola M.;
Ryu, Seunghwa

Publication type:

Article

Radiation Resistant Vanadium-Graphene Nanolayered Composite.

Published in:

Scientific Reports, 2016, p. 24785, doi. 10.1038/srep24785

By:

Kim, Youbin;
Baek, Jinwook;
Kim, Sunghwan;
Kim, Sangmin;
Ryu, Seunghwa;
Jeon, Seokwoo;
Han, Seung Min

Publication type:

Article

Delocalized Plastic Flow in Proton-Irradiated Monolithic Metallic Glasses.

Published in:

Scientific Reports, 2016, p. 23244, doi. 10.1038/srep23244

By:

Heo, Jaewon;
Kim, Sunghwan;
Ryu, Seunghwa;
Jang, Dongchan

Publication type:

Article

Solving the Controversy on the Wetting Transparency of Graphene.

Published in:

Scientific Reports, 2015, p. 15526, doi. 10.1038/srep15526

By:

Kim, Donggyu;
Pugno, Nicola M.;
Buehler, Markus J.;
Ryu, Seunghwa

Publication type:

Article

Ubiquitous Graphene Electronics on Scotch Tape.

Published in:

Scientific Reports, 2015, p. 12575, doi. 10.1038/srep12575

By:

Chung, Yoonyoung;
Ho Kim, Hyun;
Lee, Sangryun;
Lee, Eunho;
Won Kim, Seong;
Ryu, Seunghwa;
Cho, Kilwon

Publication type:

Article

Multiplex Detection of Foodborne Pathogens using 3D Nanostructure Swab and Deep Learning‐Based Classification of Raman Spectra (Small 35/2024).

Published in:

Small, 2024, v. 20, n. 35, p. 1, doi. 10.1002/smll.202470259

By:

Kang, Hyunju;
Lee, Junhyeong;
Moon, Jeong;
Lee, Taegu;
Kim, Jueun;
Jeong, Yeonwoo;
Lim, Eun‐Kyung;
Jung, Juyeon;
Jung, Yongwon;
Lee, Seok Jae;
Lee, Kyoung G.;
Ryu, Seunghwa;
Kang, Taejoon

Publication type:

Article

Multiplex Detection of Foodborne Pathogens using 3D Nanostructure Swab and Deep Learning‐Based Classification of Raman Spectra.

Published in:

Small, 2024, v. 20, n. 35, p. 1, doi. 10.1002/smll.202308317

By:

Kang, Hyunju;
Lee, Junhyeong;
Moon, Jeong;
Lee, Taegu;
Kim, Jueun;
Jeong, Yeonwoo;
Lim, Eun‐Kyung;
Jung, Juyeon;
Jung, Yongwon;
Lee, Seok Jae;
Lee, Kyoung G.;
Ryu, Seunghwa;
Kang, Taejoon

Publication type:

Article

Highly Sensitive Soft Pressure Sensors for Wearable Applications Based on Composite Films with Curved 3D Carbon Nanotube Structures.

Published in:

Small, 2024, v. 20, n. 2, p. 1, doi. 10.1002/smll.202303981

By:

Jung, Young;
Gu, Jimin;
Yeo, Jinwook;
Lee, Wookjin;
Han, Hyeonseok;
Choi, Jungrak;
Ha, Ji‐Hwan;
Ahn, Junseong;
Cho, Hanchul;
Ryu, Seunghwa;
Park, Inkyu

Publication type:

Article

Ambient Humidity‐Induced Phase Separation for Fiber Morphology Engineering toward Piezoelectric Self‐Powered Sensing (Small 17/2022).

Published in:

Small, 2022, v. 18, n. 17, p. 1, doi. 10.1002/smll.202270086

By:

Lee, Sooun;
Kim, Dabin;
Lee, Sangryun;
Kim, Yong‐Il;
Kum, Sihyeon;
Kim, Sang‐Woo;
Kim, Yunseok;
Ryu, Seunghwa;
Kim, Miso

Publication type:

Article

Ambient Humidity‐Induced Phase Separation for Fiber Morphology Engineering toward Piezoelectric Self‐Powered Sensing.

Published in:

Small, 2022, v. 18, n. 17, p. 1, doi. 10.1002/smll.202105811

By:

Lee, Sooun;
Kim, Dabin;
Lee, Sangryun;
Kim, Yong‐Il;
Kum, Sihyeon;
Kim, Sang‐Woo;
Kim, Yunseok;
Ryu, Seunghwa;
Kim, Miso

Publication type:

Article