Sentences with phrase «novel machine learning method»

Now researchers at the Department of Energy's Lawrence Berkeley National Laboratory (Berkeley Lab) and UC Berkeley have come up with a novel machine learning method that enables scientists to derive insights from systems of previously intractable complexity in record time.

Not exact matches

Satta, whose PhD is in computer vision and machine learning from the University of Cagliari in Italy, became «fascinated by the possibilities» for making use of the noise in 2011 when he heard Chang - Tsun Li of the University of Warwick in England present work on novel methods for identifying the noise pattern in photographs.

We developed several computational and machine learning methods to successfully identify behavioral patterns or signatures associated with different classes of reference drugs, from which to predict the class of novel compounds (Brunner et al., 2012, Alexandrov et al., 2015), and more recently developed methods to allow us to compare animal models of AD and its progression, and to identify (in silico) novel compounds from our existing database of thousands of novel and reference compounds with the potential to reverse the AD model behavioral profile.