Kyoungmin Min

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Molecular Dynamics Simulations

Convolutional Neural Network

Machine Learning

Gold Nanoparticles

Top Venues

ACS applied materials & interfaces

Physical chemistry chemical physics : PCCP

The journal of physical chemistry letters

This page only lists publications with an associated author ORCID identifier.

Publications

Jaejung Park, Minseon Kim, Heekyu Kim, Jaejun Lee, Inhyo Lee, Haesun Park, Anna Lee, Kyoungmin Min, Seungchul Lee
Exploring the large chemical space in search of thermodynamically stable and mechanically robust MXenes via machine learning. Physical chemistry chemical physics : PCCP 26 (14) (2024)
Jaejung Park, Minseon Kim, Heekyu Kim, Jaejun Lee, Inhyo Lee, Haesun Park, Anna Lee, Kyoungmin Min, Seungchul Lee
Exploring the large chemical space in search of thermodynamically stable and mechanically robust MXenes via machine learning. Physical chemistry chemical physics : PCCP (2024)
Jinyoung Jeong, Juo Kim, Jiwon Sun, Kyoungmin Min
Machine-Learning-Driven High-Throughput Screening for High-Energy Density and Stable NASICON Cathodes. ACS applied materials & interfaces (2024)
Inhyo Lee, Jaejun Lee, Minseon Kim, Jaejung Park, Heekyu Kim, Seungchul Lee, Kyoungmin Min
Uncovering the Relationship between Metal Elements and Mechanical Stability for Metal-Organic Frameworks. ACS applied materials & interfaces (2024)
Jaejung Park, Minseon Kim, Heekyu Kim, Jaejun Lee, Inhyo Lee, Haesun Park, Anna Lee, Kyoungmin Min, Seungchul Lee
Exploring the large chemical space in search of thermodynamically stable and mechanically robust MXenes via machine learning. Physical chemistry chemical physics : PCCP 26 (14) (2024)
Jinyoung Jeong, Juo Kim, Jiwon Sun, Kyoungmin Min
Machine-Learning-Driven High-Throughput Screening for High-Energy Density and Stable NASICON Cathodes. ACS applied materials & interfaces 16 (19) (2024)
Jiwon Sun, Seungpyo Kang, Joonchul Kim, Kyoungmin Min
Accelerated Discovery of Novel Garnet-Type Solid-State Electrolyte Candidates via Machine Learning. ACS applied materials & interfaces (2023)
Jiwon Sun, Seungpyo Kang, Joonchul Kim, Kyoungmin Min
Accelerated Discovery of Novel Garnet-Type Solid-State Electrolyte Candidates via Machine Learning. ACS applied materials & interfaces 15 (4) (2023)
Seungpyo Kang, Minseon Kim, Jiwon Sun, Myeonghun Lee, Kyoungmin Min
Prediction of Protein Aggregation Propensity via Data-Driven Approaches. ACS biomaterials science & engineering (2023)
Juo Kim, Seungpyo Kang, Kyoungmin Min
Screening Platform for Promising Na Superionic Conductors for Na-Ion Solid-State Electrolytes. ACS applied materials & interfaces (2023)
Yea-Jin Shon, Kyoungmin Min
Extracting Chemical Information from Scientific Literature Using Text Mining: Building an Ionic Conductivity Database for Solid-State Electrolytes. ACS omega 8 (20) (2023)
Myeonghun Lee, Kyoungmin Min
AmorProt: Amino Acid Molecular Fingerprints Repurposing-Based Protein Fingerprint. Biochemistry (2023)
Thi Hue Pham, Eunsong Kim, Kyoungmin Min, Young-Han Shin
Enhanced Hydrogen Evolution Performance at the Lateral Interface between Two Layered Materials Predicted with Machine Learning. ACS applied materials & interfaces (2023)
Namjung Kim, Kyoungmin Min
Optimal machine learning feature selection for assessing the mechanical properties of a zeolite framework. Physical chemistry chemical physics : PCCP 24 (44) (2022)
Myeonghun Lee, Kyoungmin Min
MGCVAE: Multi-Objective Inverse Design via Molecular Graph Conditional Variational Autoencoder. Journal of chemical information and modeling 62 (12) (2022)
Hyun Gyu Park, Kyoungmin Min, Kwangjin Park
A Synergistic Effect of Na + and Al 3+ Dual Doping on Electrochemical Performance and Structural Stability of LiNi 0.88 Co 0.08 Mn 0.04 O 2 Cathodes for Li-Ion Batteries. ACS applied materials & interfaces 14 (4) (2022)
Kyoungmin Min
Dual doping with cations and anions for enhancing the structural stability of the sodium-ion layered cathode. Physical chemistry chemical physics : PCCP 24 (21) (2022)
Eunsong Kim, Joonchul Kim, Kyoungmin Min
Prediction of dielectric constants of ABO 3 -type perovskites using machine learning and first-principles calculations. Physical chemistry chemical physics : PCCP 24 (11) (2022)
Myeonghun Lee, Kyoungmin Min
A Comparative Study of the Performance for Predicting Biodegradability Classification: The Quantitative Structure-Activity Relationship Model vs the Graph Convolutional Network. ACS omega 7 (4) (2022)
Sumin Lee, Myeonghun Lee, Ki-Won Gyak, Sung Dug Kim, Mi-Jeong Kim, Kyoungmin Min
Novel Solubility Prediction Models: Molecular Fingerprints and Physicochemical Features vs Graph Convolutional Neural Networks. ACS omega 7 (14) (2022)
Namjung Kim, Kyoungmin Min
Accelerated Discovery of Zeolite Structures with Superior Mechanical Properties via Active Learning. The journal of physical chemistry letters 12 (9) (2021)
Jonghoon Yoon, Eunseong Choi, Kyoungmin Min
Adaptive Learning Framework in Prediction and Validation of Gibbs Free Energy for Inorganic Crystalline Solids. The journal of physical chemistry. A 125 (46) (2021)
Eunseong Choi, Junho Jo, Wonjin Kim, Kyoungmin Min
Searching for Mechanically Superior Solid-State Electrolytes in Li-Ion Batteries via Data-Driven Approaches. ACS applied materials & interfaces 13 (36) (2021)
Kyoungmin Min, Changhoon Jung, Dong-Su Ko, Kihong Kim, Jaeduck Jang, Kwangjin Park, Eunseog Cho
High-Performance and Industrially Feasible Ni-Rich Layered Cathode Materials by Integrating Coherent Interphase. ACS applied materials & interfaces 10 (24) (2018)
Kyoungmin Min, Jungim Han, Byungha Park, Eunseog Cho
Characterization of Mechanical Degradation in Perfluoropolyether Film for Its Application to Antifingerprint Coatings. ACS applied materials & interfaces 10 (43) (2018)
Eunseog Cho, Seung-Woo Seo, Kyoungmin Min
Theoretical Prediction of Surface Stability and Morphology of LiNiO2 Cathode for Li Ion Batteries. ACS applied materials & interfaces 9 (38) (2017)