Stephen Wolfram discusses the mysteries of machine learning and offers some minimal models to understand the essence of neural nets and their learning process.
Researchers led by Nigel Goldenfeld and Björn Hof offer new insights into the transition from laminar to turbulent water flow, solving a 150-year-old mystery. The interdisciplinary team applied statistical mechanics to reveal that the phenomenon behaves like directed percolation.