Proven quantum advantage: Researchers cut the time for a learning task from 20 million years to 15 minutes

Amid high expectations for quantum technology, a new paper in Science reports a proven quantum advantage. In an experiment, ...
C&EN

Chemistry in Pictures: Crimson luster

These crystals of xylindein are a rare sight, according to Nojus Osinskas, a chemistry student at the University of Chicago.
C&EN

Heh-Won Chang, PhD Fellowship in Green Chemistry

The Heh-Won Chang, Ph.D. Fellowships provide financial support to full-time graduate students conducting research in green chemistry and/or engineering. The Heh-Won Chang Fellowship was established in ...
C&EN

Kenneth G. Hancock Memorial Award

The Kenneth G. Hancock Memorial Award provides national recognition and honor for outstanding student contributions to furthering the goals of green chemistry and engineering through research and/or ...
IEEE

On Exploring Non-negative Matrix Factorization for Deep Neural Network Compression

Abstract: Deep Neural Networks (DNNs) are pivotal across diverse domains, yet over-parameterization hampers the efficiency of software implementations. Hardware implementation offers faster inference ...