The problem of IC50 prediction for ligand-protein pairs using Transformer architecture under limited resources

The article discusses approaches to optimizing the training of models for predicting the half-maximal inhibitory concentration (IC50) of ligand-protein pairs under limited computational resources. A method of smart bucketing of data by protein length with a dynamic selection of the number of groups...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Datum:2026
Hauptverfasser: Krysenko, Pavlo, Bektimirov, Alim
Format: Artikel
Sprache:Ukrainisch
Veröffentlicht: Kyiv National University of Construction and Architecture 2026
Schlagworte:
Online Zugang:https://es-journal.in.ua/article/view/365080
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Назва журналу:Environmental safety and natural resources
Завантажити файл: Pdf

Institution

Environmental safety and natural resources