Big data: the end of the scientific method?

Optimal Bayesian Transfer Learning

(2018) Alireza Karbalayghareh et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

(2018) Jaideep Pathak et al.   PHYSICAL REVIEW LETTERS

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

The Role of Multiscale Protein Dynamics in Antigen Presentation and T Lymphocyte Recognition

(2017) R. Charlotte Eccleston et al.   Frontiers in Immunology

The Deluge of Spurious Correlations in Big Data

(2016) Cristian S. Calude et al.   Foundations of Science

Reynolds averaged turbulence modelling using deep neural networks with embedded invariance

(2016) Julia Ling et al.   JOURNAL OF FLUID MECHANICS

A structural approach to relaxation in glassy liquids

(2016) S. S. Schoenholz et al.   Nature Physics

Big data need big theory too

(2016) Peter V. Coveney et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES