Nature

Integrated analysis of X-ray diffraction patterns and pair distribution functions for machine-learned phase identification

To bolster the accuracy of existing methods for automated phase identification from X-ray diffraction (XRD) patterns, we introduce a machine learning approach that uses a dual representation whereby ...
Nature

Integrative multi-omics and machine learning reveal critical functions of proliferating cells in prognosis and personalized treatment of lung adenocarcinoma

Lung adenocarcinoma (LUAD) is a major cause of cancer-related mortality globally. Proliferating cells, crucial components of the tumor immune microenvironment (TIME), play a significant role in cancer ...
Machine Design

Carpet sample machine uses Powerlink for motion control

Modra Technology, a manufacturer of carpet sample machines based in Warragul, Australia, has chosen to base the motion control system for its innovative Mtuft range of machines on Powerlink technology ...