Photon manipulation is of paramount importance in many areas of science and technology, such as energy harvesting 1, sensing and imaging in the life-sciences 2 and in optical communications 3,4.

SPaDe-CSP first predicts most probable space groups and crystal densities using machine learning and then employs an efficient neural network potential for structure refinement. Prediction of crystal ...

image: Scientists from Russia found a way of improving the crystal structure prediction algorithms, making the discovery of new compounds multiple times faster. view more Scientists from Russia found ...

To comprehend the multipartite organization of large-scale biological and social systems, we introduce an information theoretic approach that reveals community structure in weighted and directed ...

According to Professor Niazi, as he showed in his paper, these algorithms fail in predicting a random structure since they are all based on the learning of known structures; however, these structures ...