Phys.org

Researchers use AI to boost image quality of metalens camera

 Physics General News
 15 May 2024
Researchers have leveraged deep learning techniques to enhance the image quality of a metalens camera. The new approach uses artificial intelligence to turn low-quality images into high-quality ones, which could make these cameras viable for a multitude of imaging tasks including intricate...

Polyglycerol coating offers safer nanoparticle environmental remediation

 Nanotechnology News
 15 May 2024
Nanoparticles (NPs) are often used to reduce environmental pollution by targeting harmful chemicals in soil and water that are released by industrial and agricultural activities. These NPs are engineered to absorb, degrade, or neutralize these pollutants, providing a potential solution to...

Simulating diffusion using 'kinosons' and machine learning

 Physics General News
 15 May 2024
Researchers from the University of Illinois Urbana-Champaign have recast diffusion in multicomponent alloys as a sum of individual contributions, called "kinosons." Using machine learning to compute the statistical distribution of the individual contributions, they were able to model the alloy and...

New optical tweezers can trap large and irregularly shaped particles

 Physics General News
 14 May 2024
Researchers have developed new optical tweezers that can stably trap particles that are large—about 0.1 mm—and irregularly shaped. While conventional optical tweezers use highly focused laser beams to trap micro- or nano-scale rod shaped or spherical particles, the advance could expand light-based...

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