Characterization and modelling Research update Machines learn how to predict bioconcentrations Neural networks bridge the gap between input data to determine the complex physical-chemical properties of organic molecules Read article: Machines learn how to predict bioconcentrations
Characterization and modelling Research update Theory and simulations reveal why propagating cracks sometimes repel each other Curious hook-like patterns explained by theoretical and numerical models Read article: Theory and simulations reveal why propagating cracks sometimes repel each other
Characterization and modelling Research update New knit theory could help make smart self-folding materials Model describes how individual stiches in a knitted fabric behave when stretched Read article: New knit theory could help make smart self-folding materials
Characterization and modelling Research update Tool tracks nanoscale clusters in cells Statistical algorithm allows tracking of molecular nanocluster dynamics that were too fast for previous techniques to follow Read article: Tool tracks nanoscale clusters in cells
Structure and properties Research update Water proves to be electrically dead at interfaces The first ever measurements of the dielectric constant of confined water reveal far lower values than previously expected. Read article: Water proves to be electrically dead at interfaces
Characterization and modelling Research update Hybrid waveguide chip makes biomaterial imaging more accessible Low-cost microfabrication of a new waveguide chip brings evanescent light microscopy to conventional light microscopes Read article: Hybrid waveguide chip makes biomaterial imaging more accessible
Characterization and modelling Research update Computers ‘learn’ how nanoparticles scatter light Researchers use machine learning to solve inverse problems that identify the nanostructures responsible for scattering spectra Read article: Computers ‘learn’ how nanoparticles scatter light
Metrology Podcasts Getting the measure of measurement In this episode of the Physics World Weekly podcast, Anna Demming speaks to metrology experts at the UK's National Physical Laboratory Read article: Getting the measure of measurement
Characterization and modelling Research update Super resolution microscopy gets a dose of deep learning Artificial neural networks increase throughput for super-resolution microscopy with high temporal resolution Read article: Super resolution microscopy gets a dose of deep learning
Characterization and modelling Research update 3D single-atom force sensor goes sub-attonewton Device could be used in a number of practical areas Read article: 3D single-atom force sensor goes sub-attonewton