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 | 44 | 2021 |
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 | 37 | 2022 |
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 | 23 | 2021 |
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 | 21 | 2020 |
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 | 19 | 2021 |
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 | 11 | 2021 |
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 | 4 | 2023 |
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 | 4 | 2022 |
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 | 2 | 2019 |
Switchable tribology of ferroelectrics S Cho, I Gaponenko, K Cordero-Edwards, J Barceló-Mercader, I Arias, ... Nature communications 15 (1), 387, 2024 | 1 | 2024 |
Crystal Structure-Based Multioutput Property Prediction of Lithium Manganese Nickel Oxide using EfficientNet-B0 CS Wong, B Madika, J Yeom, Y Choi, S Hong arXiv preprint arXiv:2405.07561, 2024 | | 2024 |
Composition and state prediction of lithium-ion cathode via convolutional neural network trained on scanning electron microscopy images J Oh, J Yeom, B Madika, KM Kim, CH Liow, JC Agar, S Hong npj Computational Materials 10 (1), 88, 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 | | |