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 ...
Eos

Comparing Machine Learning Models of Raindrop Formation

Better simulations of raindrop formation could help improve climate and weather models. This newsletter rocks. Get the most ...
IEEE

Prototype Bayesian Meta-Learning for Few-Shot Image Classification

Abstract: Meta-learning aims to leverage prior knowledge from related tasks to enable a base learner to quickly adapt to new tasks with limited labeled samples. However, traditional meta-learning ...
IEEE

Offline Contextual Learning with Correlated Bayesian Beliefs

Abstract: In this work, we investigate the offline contextual learning in simulation optimization. In offline contextual learning, the optimal design changes with the context. Therefore, the optimal ...