Improving Few- and Zero-Shot Reaction Template Prediction Using Modern Hopfield Networks
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Chemical Information and Modeling"
DOI: 10.1021/acs.jcim.1c01065
Abstract: Finding synthesis routes for molecules of interest is essential in the discovery of new drugs and materials. To find such routes, computer-assisted synthesis planning (CASP) methods are employed, which rely on a single-step model of… read more here.
Keywords: hopfield networks; template; reaction; prediction ... See more keywords
Modeling Basins of Attraction for Breast Cancer Using Hopfield Networks
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2020.00314
Abstract: Cancer is a genetic disease for which traditional treatments cause harmful side effects. After two decades of genomics technological breakthroughs, personalized medicine is being used to improve treatment outcomes and mitigate side effects. In mathematical… read more here.
Keywords: tumor samples; breast cancer; cancer; attraction ... See more keywords