Predicting research trends with semantic and neural networks with an application in quantum physics

Network-based prediction of protein interactions

(2019) István A. Kovács et al.   Nature Communications

Unsupervised word embeddings capture latent knowledge from materials science literature

(2019) Vahe Tshitoyan et al.   NATURE

The emergent integrated network structure of scientific research

(2019) Jordan D. Dworkin et al.   PLoS One

Network Dynamics of Innovation Processes

(2018) Iacopo Iacopini et al.   PHYSICAL REVIEW LETTERS

Machine learning & artificial intelligence in the quantum domain: a review of recent progress

(2018) Vedran Dunjko et al.   REPORTS ON PROGRESS IN PHYSICS

Science of science

(2018) Santo Fortunato et al.   SCIENCE

The landscape of NeuroImage-ing research

(2018) Jordan D. Dworkin et al.   NEUROIMAGE

Quantum computational supremacy

(2017) Aram W. Harrow et al.   NATURE

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

The science of science: From the perspective of complex systems

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Quantifying the evolution of individual scientific impact

(2016) R. Sinatra et al.   SCIENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Choosing experiments to accelerate collective discovery

(2015) Andrey Rzhetsky et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

DARPA sets out to automate research

(2015) J. You   SCIENCE

Quantifying the cognitive extent of science

(2015) Staša Milojević   Journal of Informetrics

Mapping the Semantic Structure of Cognitive Neuroscience

(2014) Elizabeth Beam et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Coauthorship and citation patterns in the Physical Review

(2013) Travis Martin et al.   PHYSICAL REVIEW E

Atypical Combinations and Scientific Impact

(2013) B. Uzzi et al.   SCIENCE

Quantitative analysis of the evolution of novelty in cinema through crowdsourced keywords

(2013) Sameet Sreenivasan   Scientific Reports

Advancing Science through Mining Libraries, Ontologies, and Communities

(2011) James A. Evans et al.   JOURNAL OF BIOLOGICAL CHEMISTRY

Metaknowledge

(2011) J. A. Evans et al.   SCIENCE