Algorithms

Algorithms

Elasto-Plastic Truss Optimization Under Geometric Nonlinearity Using a Genetic Algorithm

Researchers from Szechenyi Istvan University have developed an advanced optimization methodology for truss structures, addressing both elasto-plastic design cases and purely elastic scenarios. The study, published in Fracture and Structural Integrity, focuses on minimizing structural weight while meeting all structural performance criteria. The researchers used a genetic algorithm to determine

Algorithms

Out-of-Distribution Detection as a Risk-Control Strategy for Medical Classification Machine Learning Models

Recent advancements in artificial intelligence and machine learning algorithms have significantly broadened their scope of application, including high-stakes medical contexts. However, the use of these algorithms in medical settings requires stringent guardrails to ensure their performance. Researchers from the U.S. Food and Drug Administration (FDA) have assessed the performance