Text mining facilitates materials discovery
Nature News - Wed 3 Jul 19Nature, Published online: 03 July 2019; doi:10.1038/d41586-019-01978-xComputer algorithms can be used to analyse text to find semantic relationships between words without human ...
Unsupervised word embeddings capture latent knowledge from materials science literature
Nature News - Wed 3 Jul 19Nature, Published online: 03 July 2019; doi:10.1038/s41586-019-1335-8Natural language processing algorithms applied to three million materials science abstracts uncover relationships ...
Machine-learning algorithms can discover new things
Cosmos Magazine - Wed 3 Jul 19Research shows they could even help us cut through the paperwork. Nick Carne reports.
With little training, machine-learning algorithms can uncover hidden scientific knowledge
TechXplore - Wed 3 Jul 19Sure, computers can be used to play grandmaster-level chess (chess_computer), but can they make scientific discoveries? Researchers at the U.S. Department of Energy's Lawrence Berkeley National ...
With Little Training, Machine-Learning Algorithms Can Uncover Hidden Scientific Knowledge, Science Blog - Thu 4 Jul 19With little training, machine-learning algorithms can uncover hidden scientific knowledge, ScienceDaily - Wed 3 Jul 19
With Little Training, Machine-Learning Algorithms Can Uncover Hidden Scientific Knowledge, Newswise - Wed 3 Jul 19
With little training, machine-learning algorithms can uncover hidden scientific knowledge, Eurekalert - Wed 3 Jul 19
Text mining could help in the rational design of new materials
Physicsworld Blog - Thu 4 Jul 19A machine-learning algorithm with no training in materials science can unearth hidden knowledge in scientific publications by analysing the semantic relationships between words The post Text ...