New physics-based machine-learning method speeds search for 2D quantum materials

Researchers at The University of Manchester have developed a new computational approach to help identify two-dimensional ...
Tech Xplore

New federated learning algorithm enables private, robust, and fast AI development

Three heads are better than one. Versions of this proverb are found worldwide and throughout history. Yet in the race to ...
AlphaGalileo

Optimizing RNA Design with AI and an Ising Machine: Encoding Matters

RNA design is central to next-generation therapeutics, yet identifying sequences that reliably fold into desired structures ...
IEEE

LASSO-mCGA: Machine Learning and Modified Compact Genetic Algorithm-Based Biomarker Selection for Breast Cancer Subtype Classification

Abstract: Breast cancer is the most common cancer type among females and is one of the leading causes of death worldwide. Being a heterogeneous disease, subtyping breast cancer plays a vital role in ...
IEEE

FA-Fuzz: A Novel Scheduling Scheme Using Firefly Algorithm for Mutation-Based Fuzzing

Abstract: Mutation-based fuzzing has been widely used in both academia and industry. Recently, researchers observe that the mutation scheduling scheme affects the efficiency of fuzzing. Accordingly, ...