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Journal Articles

Probing nanoscale structural perturbation in a WS₂ monolayer via explainable artificial intelligence

Hyeong Chan Suh, Jaekak Yoo, Kangmo Yeo, Dong Hyeon Kim, Yo Seob Won, Taehoon Kim, Youngwoo Cho, Ki Kang Kim, Seung Mi Lee, Heejun Yang, Dong-Wook Kim, Mun Seok Jeong

Appl. Phys. Rev. 12, 021406 (2025)

https://doi.org/10.1063/5.0249177

Published: April 2025

View articletitled, Probing nanoscale structural perturbation in a WS2 monolayer via explainable artificial intelligence

Journal Articles

Investigating the hyperparameter space of deep neural network models for reaction coordinates

Kyohei Kawashima, Takumi Sato, Kei-ichi Okazaki, Kang Kim, Nobuyuki Matubayasi, Toshifumi Mori

APL Mach. Learn. 3, 016113 (2025)

https://doi.org/10.1063/5.0252631

Published: March 2025

View articletitled, Investigating the hyperparameter space of deep neural network models for reaction coordinates

Journal Articles

Atomistic analysis of nematic phase transition in 4-cyano-4′-n-alkyl biphenyl liquid crystals: Sampling for the first-order phase transition and the free-energy decomposition

Shunsuke Ogita, Yoshiki Ishii, Go Watanabe, Hitoshi Washizu, Kang Kim, Nobuyuki Matubayasi

J. Chem. Phys. 162, 054905 (2025)

https://doi.org/10.1063/5.0242416

Published: February 2025

View articletitled, Atomistic analysis of nematic phase transition in 4-cyano-4′-n-alkyl biphenyl liquid crystals: Sampling for the first-order phase transition and the free-energy decomposition

Journal Articles

Influence of cholesterol on hydrogen-bond dynamics of water molecules in lipid-bilayer systems at varying temperatures

Kokoro Shikata, Kento Kasahara, Nozomi Morishita Watanabe, Hiroshi Umakoshi, Kang Kim, Nobuyuki Matubayasi

J. Chem. Phys. 161, 015102 (2024)

https://doi.org/10.1063/5.0208008

Published: July 2024

View articletitled, Influence of cholesterol on hydrogen-bond dynamics of water molecules in lipid-bilayer systems at varying temperatures

Journal Articles

Unveiling interatomic distances influencing the reaction coordinates in alanine dipeptide isomerization: An explainable deep learning approach

Kazushi Okada, Takuma Kikutsuji, Kei-ichi Okazaki, Toshifumi Mori, Kang Kim, Nobuyuki Matubayasi

J. Chem. Phys. 160, 174110 (2024)

https://doi.org/10.1063/5.0203346

Published: May 2024

View articletitled, Unveiling interatomic distances influencing the reaction coordinates in alanine dipeptide isomerization: An explainable deep learning approach

Includes: Supplementary data

Journal Articles

Transmit beam design for tissue harmonic volume imaging of muscular tissues with a row-column array

Maryam Satarpour, Zhiyu Sheng, John M. Cormack, Kang Kim

J. Acoust. Soc. Am. 155, A139–A140 (2024)

https://doi.org/10.1121/10.0027086

Published: March 2024

View articletitled, Transmit beam design for tissue harmonic volume imaging of muscular tissues with a row-column array

Journal Articles

Focused shear wave beam propagation through a 3D printed human rib cage

Yu-Hsuan Chao, John M. Cormack, Branch T. Archer, Kyle S. Spratt, Mark F. Hamilton, Kang Kim

J. Acoust. Soc. Am. 155, A52 (2024)

https://doi.org/10.1121/10.0026770

Published: March 2024

View articletitled, Focused shear wave beam propagation through a 3D printed human rib cage

Journal Articles

Reconstructing the source condition for focused shear wave beams in soft elastic media

Branch T. Archer, Yu-Hsuan Chao, John M. Cormack, Kang Kim, Kyle S. Spratt, Mark F. Hamilton

J. Acoust. Soc. Am. 155, A52 (2024)

https://doi.org/10.1121/10.0026769

Published: March 2024

View articletitled, Reconstructing the source condition for focused shear wave beams in soft elastic media

Journal Articles

The effect of microfabric heterogeneity on shear wave properties in fine-grained sediments

Gabriel R. Venegas, Yu-Hsuan Chao, Jane McCue, Kang Kim, John M. Cormack

J. Acoust. Soc. Am. 155, A174 (2024)

https://doi.org/10.1121/10.0027218

Published: March 2024

View articletitled, The effect of microfabric heterogeneity on shear wave properties in fine-grained sediments

Journal Articles

Is chemical vapor deposition of monolayer WSe₂ comparable to other synthetic routes?

Soo Ho Choi, Sang-Hyeok Yang, Sehwan Park, Byeong Wook Cho, Tuan Dung Nguyen, Jung Ho Kim, Young-Min Kim, Ki Kang Kim, Young Hee Lee

APL Mater. 11, 111124 (2023)

https://doi.org/10.1063/5.0175469

Published: November 2023

View articletitled, Is chemical vapor deposition of monolayer WSe2 comparable to other synthetic routes?

Includes: Supplementary data

Journal Articles

Shear and Scholte wave measurements on surficial intertidal mudflat sediments using medical sonoelastography techniques

Gabriel R. Venegas, Yu-hsuan Chao, Kang Kim, John M. Cormack

J. Acoust. Soc. Am. 154, A165–A166 (2023)

https://doi.org/10.1121/10.0023146

Published: October 2023

View articletitled, Shear and Scholte wave measurements on surficial intertidal mudflat sediments using medical sonoelastography techniques

Journal Articles

Revealing the hidden dynamics of confined water in acrylate polymers: Insights from hydrogen-bond lifetime analysis

Kokoro Shikata, Takuma Kikutsuji, Nobuhiro Yasoshima, Kang Kim, Nobuyuki Matubayasi

J. Chem. Phys. 158, 174901 (2023)

https://doi.org/10.1063/5.0148753

Published: May 2023

View articletitled, Revealing the hidden dynamics of confined water in acrylate polymers: Insights from hydrogen-bond lifetime analysis

Includes: Supplementary data

Journal Articles

Longitudinal motion of focused shear wave beams in soft elastic media

Branch T. Archer, Yu-hsuan Chao, John M. Cormack, Kang Kim, Kyle S. Spratt, Mark F. Hamilton

J. Acoust. Soc. Am. 153, 1591–1599 (2023)

https://doi.org/10.1121/10.0017434

Published: March 2023

View articletitled, Longitudinal motion of focused shear wave beams in soft elastic media

Journal Articles

Quantitative characterization of the ultrasound thermal strains in tissue mimicking phantoms with different oil concentrations

Zhiyu Sheng, Ran Wei, Mengyue Chen, Bohua Zhang, Howuk Kim, Xuecang Geng, Xiaoning Jiang, Kang Kim

J. Acoust. Soc. Am. 153, A351 (2023)

https://doi.org/10.1121/10.0019122

Published: March 2023

View articletitled, Quantitative characterization of the ultrasound thermal strains in tissue mimicking phantoms with different oil concentrations

Journal Articles

Deep learning-based super-resolution ultrasound imaging for a wide range of microbubble density

Qiyang Chen, Kayhan Batmanghelich, Roderick Tan, Kang Kim

J. Acoust. Soc. Am. 153, A29 (2023)

https://doi.org/10.1121/10.0018041

Published: March 2023

View articletitled, Deep learning-based super-resolution ultrasound imaging for a wide range of microbubble density

Journal Articles

Transient elastography with focused shear wave beams

John M. Cormack, Yu-Hsuan Chao, Branch T. Archer, Kang Kim, Kyle S. Spratt, Mark F. Hamilton

J. Acoust. Soc. Am. 153, A265 (2023)

https://doi.org/10.1121/10.0018795

Published: March 2023

View articletitled, Transient elastography with focused shear wave beams

Journal Articles

Surface excitation of focused shear wave beams in soft elastic media: Experiment

Yu-Hsuan Chao, Branch T. Archer, John M. Cormack, Kang Kim, Kyle S. Spratt, Mark F. Hamilton

J. Acoust. Soc. Am. 152, A46 (2022)

https://doi.org/10.1121/10.0015490

Published: October 2022

View articletitled, Surface excitation of focused shear wave beams in soft elastic media: Experiment

Journal Articles

Surface excitation of focused shear wave beams in soft elastic media: Theory

Branch T. Archer, Yu-Hsuan Chao, John M. Cormack, Kang Kim, Kyle S. Spratt, Mark F. Hamilton

J. Acoust. Soc. Am. 152, A46 (2022)

https://doi.org/10.1121/10.0015489

Published: October 2022

View articletitled, Surface excitation of focused shear wave beams in soft elastic media: Theory

Journal Articles

Refraction-corrected backscatter tensor imaging of excised porcine ventricular myocardium

John M. Cormack, Marc A. Simon, Kang Kim

JASA Express Lett. 2, 092001 (2022)

https://doi.org/10.1121/10.0014034

Published: September 2022

View articletitled, Refraction-corrected backscatter tensor imaging of excised porcine ventricular myocardium

Journal Articles

Explaining reaction coordinates of alanine dipeptide isomerization obtained from deep neural networks using Explainable Artificial Intelligence (XAI)

Takuma Kikutsuji, Yusuke Mori, Kei-ichi Okazaki, Toshifumi Mori, Kang Kim, Nobuyuki Matubayasi

J. Chem. Phys. 156, 154108 (2022)

https://doi.org/10.1063/5.0087310

Published: April 2022

View articletitled, Explaining reaction coordinates of alanine dipeptide isomerization obtained from deep neural networks using Explainable Artificial Intelligence (XAI)

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Probing nanoscale structural perturbation in a WS₂ monolayer via explainable artificial intelligence

Investigating the hyperparameter space of deep neural network models for reaction coordinates

Atomistic analysis of nematic phase transition in 4-cyano-4′-n-alkyl biphenyl liquid crystals: Sampling for the first-order phase transition and the free-energy decomposition

Influence of cholesterol on hydrogen-bond dynamics of water molecules in lipid-bilayer systems at varying temperatures

Unveiling interatomic distances influencing the reaction coordinates in alanine dipeptide isomerization: An explainable deep learning approach

Transmit beam design for tissue harmonic volume imaging of muscular tissues with a row-column array

Focused shear wave beam propagation through a 3D printed human rib cage

Reconstructing the source condition for focused shear wave beams in soft elastic media

The effect of microfabric heterogeneity on shear wave properties in fine-grained sediments

Is chemical vapor deposition of monolayer WSe₂ comparable to other synthetic routes?

Shear and Scholte wave measurements on surficial intertidal mudflat sediments using medical sonoelastography techniques

Revealing the hidden dynamics of confined water in acrylate polymers: Insights from hydrogen-bond lifetime analysis

Longitudinal motion of focused shear wave beams in soft elastic media

Quantitative characterization of the ultrasound thermal strains in tissue mimicking phantoms with different oil concentrations

Deep learning-based super-resolution ultrasound imaging for a wide range of microbubble density

Transient elastography with focused shear wave beams

Surface excitation of focused shear wave beams in soft elastic media: Experiment

Surface excitation of focused shear wave beams in soft elastic media: Theory

Refraction-corrected backscatter tensor imaging of excised porcine ventricular myocardium

Explaining reaction coordinates of alanine dipeptide isomerization obtained from deep neural networks using Explainable Artificial Intelligence (XAI)

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