Prediction of Protein Aggregation Propensity via Data-driven Approaches

no code implementations • 6 Apr 2023 • Seungpyo Kang, Minseon Kim, Jiwon Sun, Myeonghun Lee, Kyoungmin Min

Protein aggregation occurs when misfolded or unfolded proteins physically bind together, and can promote the development of various amyloid diseases.

Machine Learning-Aided Discovery of Superionic Solid-State Electrolyte for Li-Ion Batteries

no code implementations • 14 Feb 2022 • Seungpyo Kang, Minseon Kim, Kyoungmin Min

In this study, a platform consisting of a high-throughput screening and a machine-learning surrogate model for discovering superionic Li-SSEs among 20, 237 Li-containing materials is developed.