Read article: Deep learning identifies head-on collisions in LHC data Particle and nuclear Research update Deep learning identifies head-on collisions in LHC data Algorithm based on language translation could help pinpoint new physics at particle colliders
Read article: Machine learning could minimize quantum tunnelling in transistors Surfaces and interfaces Research update Machine learning could minimize quantum tunnelling in transistors Study identifies lattice orientations that reduce unwanted effect
Read article: Deep learning accelerates super-resolution photoacoustic imaging Diagnostic imaging Research update Deep learning accelerates super-resolution photoacoustic imaging Computational strategy enables high spatial and temporal resolution in both label-free photoacoustic microscopy and labelled photoacoustic tomography
Read article: Neural network generates lung ventilation images from CT scans Radiotherapy Research update Neural network generates lung ventilation images from CT scans A convolutional neural network that produces ventilation images from breath-hold CT image pairs could improve lung radiotherapy
Read article: Gravitational waves from merging black-hole ‘atom’ could reveal new particles Astronomy and space Research update Gravitational waves from merging black-hole ‘atom’ could reveal new particles Ionization of ultralight bosons could be seen by space-based detector
Read article: ‘Nanotwinning’ produces stronger metals Materials Research update ‘Nanotwinning’ produces stronger metals New work sheds fresh light on structural changes during metal processing
Read article: Water harvesting gel works at low humidity levels Materials for energy Research update Water harvesting gel works at low humidity levels Material is low cost and easy to make, say researchers
Read article: Bringing time‑of‑flight quality to non‑TOF PET images Nuclear medicine Research update Bringing time‑of‑flight quality to non‑TOF PET images Deep learning models improve lesion detectability in images from PET scanners without time-of-flight capability
Read article: Telescopes, accelerators and LIGO team up to probe neutron stars Astronomy and space Research update Telescopes, accelerators and LIGO team up to probe neutron stars Multimessenger astronomy observations combine with heavy-ion collision experiments to constrain the equation of state for super-dense stellar remnants
Read article: Continuous Bose–Einstein condensate opens the door to continuous-wave atom lasers Ultracold matter Research update Continuous Bose–Einstein condensate opens the door to continuous-wave atom lasers New cooling setup reduces atom losses
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