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.
1 code implementation • 27 Mar 2023 • Myeonghun Lee, Kyoungmin Min
As protein therapeutics play an important role in almost all medical fields, numerous studies have been conducted on proteins using artificial intelligence.
1 code implementation • ACS Omega 2022 • Sumin Lee, Myeonghun Lee, Ki-Won Gyak, Sung Dug Kim, Mi-Jeong Kim, Kyoungmin Min
Predicting both accurate and reliable solubility values has long been a crucial but challenging task.
1 code implementation • 14 Feb 2022 • Myeonghun Lee, Kyoungmin Min
In this respect, this study proposes a molecular graph generative model based on the autoencoder for de novo design.
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.
1 code implementation • ACS Omega 2022 • Myeonghun Lee, Kyoungmin Min
The prediction and evaluation of the biodegradability of molecules with computational methods are becoming increasingly important.