Publications by authors named "Jiwon Sun"

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Cation-Disordered High-Entropy Garnet Structures as Solid-State Electrolytes for All-Solid-State Batteries: Machine Learning-Driven Discovery.
Jiwon Sun, JunHo Song, Juo Kim, Jinyoung Jeong, Eunsong Kim

ACS Appl Mater Interfaces· September 2025

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Enhancing protein aggregation prediction: a unified analysis leveraging graph convolutional networks and active learning.
Jiwon Sun, JunHo Song, Juo Kim, Seungpyo Kang, Eunyoung Park

RSC Adv· October 2024

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Machine-Learning-Driven High-Throughput Screening for High-Energy Density and Stable NASICON Cathodes.
Jinyoung Jeong, Juo Kim, Jiwon Sun, Kyoungmin Min

ACS Appl Mater Interfaces· May 2024

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Prediction of Protein Aggregation Propensity via Data-Driven Approaches.
Seungpyo Kang, Minseon Kim, Jiwon Sun, Myeonghun Lee, Kyoungmin Min

ACS Biomater Sci Eng· November 2023

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Accelerated Discovery of Novel Garnet-Type Solid-State Electrolyte Candidates via Machine Learning.
Jiwon Sun, Seungpyo Kang, Joonchul Kim, Kyoungmin Min

ACS Appl Mater Interfaces· February 2023

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