This tutorial illustrates the basic concepts of committee-based active learning using MACE potentials to represent the potential energy surfaces in simple, illustrative systems. You will find two ...

At higher education institutions, many lectures are still taught in a traditional manner, with students passively listening to a lecturer deliver academic content. However, there is an abundance of ...

Active learning approach for classifing images in the classic MNIST dataset, using Convolutional Neural Networks. The pool-based sampling approach is used, which consists in iteratively choosing ...