Machine learning

Machine learning

Researchers from University of Petra Describe Findings in Artificial Intelligence (A Novel Quantum Epigenetic Algorithm for Adaptive Cybersecurity Threat Detection)

Researchers at the University of Petra have developed a novel optimization framework called Quantum Epigenetic Algorithm (QEA), which combines quantum-inspired probabilistic representation with biologically motivated epigenetic gene regulation to perform efficient and adaptive feature selection. The QEA was evaluated across four benchmark datasets and consistently outperformed baseline methods, achieving the

Machine learning

Reverse Design of Biodegradable Mg Alloys Using Interpretable Machine Learning and Genetic Algorithm

Researchers from the Korea Institute of Materials Science have proposed a novel approach to design biodegradable Mg-Zn-Mn-Sr-Ca (ZMJX) alloys for load-bearing orthopedic implants. By utilizing interpretable machine learning and a multi-objective genetic algorithm, the team aimed to optimize the composition of the alloys to achieve both mechanical strength and biologically

Machine learning

Artificial Intelligence Plays Crucial Role in Meteorological Forecasting: New Research Reveals

Artificial intelligence plays a critical role in meteorological forecasting, with researchers from Fudan University publishing a new study on the use of machine learning algorithms to simulate brightness temperatures. The study, published in Remote Sensing, found that deep neural networks (DNN) outperformed other machine learning approaches in retrieving brightness temperatures,