Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
Nature

Open-source protein structure AI aims to match AlphaFold

The developers of OpenFold3 have released an early version of the tool, which they hope will one day perform on par with DeepMind’s protein-structure model.
IEEE

Pretraining Client Selection Algorithm Based on a Data Distribution Evaluation Model in Federated Learning

Abstract: Federated Learning (FL) allows task initiators (servers) to utilize data from task participants (clients) to train machine learning models while protecting data privacy. However, in the FL ...
IEEE

Non-Dominated Sorting Genetic Algorithm-Based Dynamic Feature Selection for Intrusion Detection System

Abstract: Intrusion detection system (IDS) is a combination of software application and hardware devices that monitors the network and filters activities for malicious or unauthorized access attempts.