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Jiwon Yeom
Jiwon Yeom
SAIT
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Year
Reducing time to discovery: materials and molecular modeling, imaging, informatics, and integration
S Hong, CH Liow, JM Yuk, HR Byon, Y Yang, EA Cho, J Yeom, G Park, ...
ACS nano 15 (3), 3971-3995, 2021
402021
Machine learning assisted synthesis of lithium-ion batteries cathode materials
CH Liow, H Kang, S Kim, M Na, Y Lee, A Baucour, K Bang, Y Shim, ...
Nano Energy 98, 107214, 2022
292022
Nanoscale effects of beverages on enamel surface of human teeth: An atomic force microscopy study
P Li, C Oh, H Kim, M Chen-Glasser, G Park, A Jetybayeva, J Yeom, H Kim, ...
Journal of the mechanical behavior of biomedical materials 110, 103930, 2020
232020
Segmentation of experimental datasets via convolutional neural networks trained on phase field simulations
J Yeom, T Stan, S Hong, PW Voorhees
Acta Materialia 214, 116990, 2021
202021
Low-Temperature Growth of Ferroelectric Hf0.5Zr0.5O2 Thin Films Assisted by Deep Ultraviolet Light Irradiation
H Joh, G Anoop, WJ Lee, D Das, JY Lee, TY Kim, H Kim, WJ Seol, J Yeom, ...
ACS Applied Electronic Materials 3 (3), 1244-1251, 2021
172021
Multi‐Step Chemical Solution Deposition‐Annealing Process Toward Wake‐Up Free Ferroelectricity in Y:HfO2 Films
S Samanta, G Anoop, HJ Joh, WJ Seol, SM Park, S Unithrattil, JY Lee, ...
Advanced Materials Interfaces 8 (18), 2100907, 2021
92021
Large electrocaloric effect with high thermal and electric field cycling stability in solution-processed Y: HfO 2 thin films
S Samanta, G Anoop, WJ Seol, SM Park, HJ Joh, JO Choi, D Ahn, ...
Journal of Materials Chemistry A 10 (18), 9960-9970, 2022
52022
Segmentation of tomography datasets using 3D convolutional neural networks
J James, N Pruyne, T Stan, M Schwarting, J Yeom, S Hong, P Voorhees, ...
Computational Materials Science 216, 111847, 2023
42023
Nanoscale characterization of the impact of beverages on the enamel surface of human teeth
P Li, C Oh, H Kim, M Chen-Glasser, G Park, A Jetybayeva, J Yeom, H Kim, ...
arXiv preprint arXiv:1909.02419, 2019
22019
Switchable tribology of ferroelectrics
S Cho, I Gaponenko, K Cordero-Edwards, J Barceló-Mercader, I Arias, ...
Nature Communications 15 (1), 387, 2024
2024
Revisiting contrast mechanism of lateral piezoresponse force microscopy
J Kim, S Cho, J Yeom, S Eom, S Hong
Journal of Applied Physics 134 (21), 2023
2023
3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization
J James, N Pruyne, T Stan, M Schwarting, J Yeom, S Hong, P Voorhees, ...
arXiv preprint arXiv:2205.01167, 2022
2022
A Flexible Semi-Synthetic Data Generator for Risky Drinking Behavior
CH Liow, Y Choi, J Yeom, YY Doh, S Hong
2022
Apparatus and method for constructing library for deriving material composition
SB Hong, EA Cho, JM Yuk, HR Byon, YS Yang, PP Choi, JH Shin, ...
US Patent App. 16/719,547, 2021
2021
Data-Driven Synthesis Optimization of Cathode Materials
H Liow, S Hong, M Na, K Bang, HM Lee, HR Byon, Y Shim, JM Yuk, ...
Electrochemical Society Meeting Abstracts prime2020, 200-200, 2020
2020
Data-Driven Synthesis Optimization of Cathode Materials
S Hong, M Na, K Bang, HM Lee, HR Byon, Y Shim, JM Yuk, A Baucour, ...
PRiME 2020 (ECS, ECSJ, & KECS Joint Meeting), 0
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