author profile photo

Seungbum Hong

Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering

Korea, Republic of (South Korea)

  • Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering

SCHOLARLY PAPERS

6

DOWNLOADS

416

TOTAL CITATIONS

5

Scholarly Papers (6)

Actions:
Email selected abstracts
1.

Segmentation of Experimental Datasets Via Convolutional Neural Networks Trained on Phase Field Simulations

Number of pages: 23 Posted: 30 Sep 2020
Jiwon Yeom, Tiberiu Stan, Seungbum Hong and Peter W. Voorhees
Department of Materials Science and Engineering, Northwestern University, Department of Materials Science and Engineering, Northwestern University, Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering and Department of Materials Science and Engineering, Northwestern University
Downloads 119 (600,462)
Citation 2

Abstract:

Loading...

Machine learning, artificial neural networks, phase field, dendritic solidification, x-ray computed tomography

2.

Machine Learning Assisted Synthesis of Lithium-Ion Batteries Cathode Materials

Number of pages: 19 Posted: 06 Dec 2021
Chi Hao Liow, Hyeonmuk Kang, Seunggu Kim, Moony Na, Yongju Lee, Arthur Baucour, Kihoon Bang, Yoonsu Shim, Gyuseong Hwang, Seongwoo Cho, Gun Park, Jiwon Yeom, Joshua C. Agar, Jong Min Yuk, Jonghwa Shin, Hyuck Mo Lee, Hye Ryung Byon, EunAe Cho and Seungbum Hong
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering, Lehigh University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering
Downloads 77 (823,616)
Citation 2

Abstract:

Loading...

Lithium-Ion Batteries, NCM Cathode, Inverse Design, Machine Learning, Design-To-Device Pipeline

3.

Ferroelectric Srmno3 SrMnO3 Crystal Thin Film Grown on (110)-Oriented PMN-PT Substrate

Number of pages: 26 Posted: 20 Oct 2023
Seong Min Park, Jaegyu Kim, Gopinathan Anoop, WooJun Seol, Su Yong Lee, Hyunjin Joh, Tae Yeon Kim, Je Oh Choi, Seungbum Hong, Chan-Ho Yang, Hyeon Jun Lee and Ji Young Jo
Gwangju Institute of Science and Technology (GIST), Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering, Amrita University - Amrita Vishwa Vidyapeetham, Gwangju Institute of Science and Technology (GIST), Pohang University of Science and Technology (POSTECH) - Pohang Accelerator Laboratory, Gwangju Institute of Science and Technology (GIST), Gwangju Institute of Science and Technology (GIST), Gwangju Institute of Science and Technology (GIST), Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST) - Department of Physics, Kangwon National University and Gwangju Institute of Science and Technology (GIST)
Downloads 69 (891,180)

Abstract:

Loading...

Strain-engineering, multiferroic materials, strain-induced ferroelectricity, defect chemistry, crystallographic orientation

4.

A Highly Bendable Thin Film Encapsulation by the Modulation of Thermally Induced Interfacial Residual Stress

Number of pages: 38 Posted: 26 Mar 2022
Yong Cheon Park, Taehyun Kim, Hye Rin Shim, YoungWoo Choi, Seungbum Hong, Seunghyup Yoo and Sung Gap Im
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering, affiliation not provided to SSRN and Korea Advanced Institute of Science and Technology (KAIST)
Downloads 60 (961,006)
Citation 1

Abstract:

Loading...

Thin film encapsulation (TFE), initiated chemical vapor deposition (iCVD), Atomic layer deposition (ALD), Residual Stress, Flexible electronic devices

5.

Unraveling Structure–Property Relationship in Lithium-Ion Cathodes Through Transmission Electron Microscopy Via Deep Learning

Number of pages: 24 Posted: 27 May 2024
Yoonsu Shim, Jacob Choe, Hyeonmuk Kang, Ji Su Park, Jungjae Park, Junpyo Hur, Han Beom Jeong, Namgyu Noh, Sanghyeon Ji, Jung Hyeon Moon, Junho Lee, EunAe Cho, Seungbum Hong, Jong Min Yuk and Chan-woo Lee
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea Institute of Science and Technology (KIST), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 49 (1,086,013)

Abstract:

Loading...

deep learning, transmission electron microscopy, lithium-ion battery cathode, NMC, Li-rich NMC

6.

3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization

Number of pages: 21 Posted: 15 Apr 2022
Jim James, Nathan Pruyne, Tiberiu Stan, Marcus Schwarting, Jiwon Yeom, Seungbum Hong, Peter Voorhees, Ben Blaiszik and Ian Foster
Government of the United States of America - Argonne National Laboratory, Government of the United States of America - Argonne National Laboratory, Northwestern University, University of Chicago - Department of Computer Science, Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST) - Department of Materials Science and Engineering, Northwestern University - Department of Materials Science & Engineering, Government of the United States of America - Argonne National Laboratory and University of Chicago
Downloads 42 (1,157,785)

Abstract:

Loading...

artificial neural networks, x-ray computed tomography, dendritic formation, solidification microstructure, 3D image analysis