Modelling and simulation Research update Machine learning could save firefighters from deadly flashovers System uses data from heat sensors to predict when fires will intensify Read article: Machine learning could save firefighters from deadly flashovers
Quantum computing Research update Messages scrambled by black holes stand their ground against quantum computers Featureless “cost functions” prevent quantum machine learning algorithms from reconstructing scrambled information Read article: Messages scrambled by black holes stand their ground against quantum computers
Modelling and simulation Research update Infrared cloaking device could make objects invisible to thermal cameras Device uses heat pumps to redistribute thermal energy Read article: Infrared cloaking device could make objects invisible to thermal cameras
Soft matter and liquids Research update How to keep a skipping stone on a steady path across water Study could help aircraft and spacecraft land more safely on water Read article: How to keep a skipping stone on a steady path across water
Modelling and simulation Research update Machine learning could help slow epidemic spread Neural network outperforms standard contact tracing at choosing who to test for disease Read article: Machine learning could help slow epidemic spread
Atmosphere Research update Pollutants and other aerosols trigger more intense thunderstorms New “humidity entrainment” mechanism helps explain long-observed association between atmospheric particles and storm activity Read article: Pollutants and other aerosols trigger more intense thunderstorms
Modelling and simulation Research update Face shields cannot protect wearers from virus particles carried by vortex rings Computer simulations reveal shortcomings of popular face coverings Read article: Face shields cannot protect wearers from virus particles carried by vortex rings
Nanomaterials Research update Electrically tuneable network learns fast Researchers used a deep learning approach to optimize complex multi-terminal nanoelectronics devices for the first time Read article: Electrically tuneable network learns fast
Modelling and simulation Research update Black metal hydrogen emerges at high pressures Results of advanced simulations may reconcile data from several recent – and seemingly contradictory – experiments Read article: Black metal hydrogen emerges at high pressures
Characterization and modelling Research update Quantum treatment sheds fresh light on triboelectricity New mathematical formulation describes “charging by rubbing” in terms of changing populations of electron states, showing how energy is converted from motion to electricity Read article: Quantum treatment sheds fresh light on triboelectricity