Abstract: A machine-learning-assisted optimization (MLAO) method for antenna geometry design (AGD) (MLAO-AGD) is proposed. By combining machine learning (ML) methods, including a convolutional neural ...

This Collection supports and amplifies research related to SDG 9 - Industry, Innovation & Infrastructure. Discovering new materials with customizable and optimized properties, driven either by ...

The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights Maxime Gasse, Simon Bowly, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia ...

Abstract: Hyperparameters in machine learning are those variables that are set before the training process starts and regulate several aspects of the behavior of the learning algorithm. In contrast to ...

This study proposes a novel method for designing prosthetic heart valves (PHVs) by combining machine learning (ML) with optimization algorithms. This approach aims to overcome the limitations of ...

As energy companies push AI deeper into industrial operations, success increasingly depends on governance, trusted data, and ...

Discover how the best route optimization software improves driver performance, reduces costs, boosts fleet efficiency, and ...

Is the $899 PS5 Pro a better value than the $1,049 Steam Machine? We look at the pros and cons of each platform to determine ...

OpenX IQ reflects the company's broader strategy to lead with quality and performance in programmatic advertising. By embedding intelligence directly into its platform - where signals are most ...