Cracking the code for materials that can learn

Dec 09, 2024 (Nanowerk News) It's easy to think that machine learning is a completely digital phenomenon, made possible by computers and algorithms that can mimic brain-like behaviors. But the first machines were analog and now, a small but growing body of research is showing that mechanical systems are capable...

Scientists and artists create enduring color-shifting coatings for architectural art

Dec 09, 2024 (Nanowerk Spotlight) Creating materials that change color based on viewing angle represents a significant challenge at the intersection of art and science. Natural examples of this phenomenon, called iridescence, appear in butterfly wings, peacock feathers, and opals. Unlike traditional pigments that absorb specific wavelengths of light, these...

Scalable robotic fibres with light-emitting, self-healing and magnetic properties

Dec 06, 2024 (Nanowerk News) A team of interdisciplinary scientists from the Department of Materials Science and Engineering under the College of Design and Engineering at the National University of Singapore (NUS) has developed flexible fibres with self-healing, light-emitting and magnetic properties. The Scalable Hydrogel-clad Ionotronic Nickel-core Electroluminescent (SHINE) fibre...

Octahedral DNA origami with nanopores enhances protein detection at low levels

Dec 05, 2024 (Nanowerk News) SMU Lyle mechanical engineering graduate student Kamruzzaman Joty has introduced a groundbreaking new technique in nanotechnology for detecting and analyzing biomolecules, potentially paving the way for new methods of early disease detection. The study, recently featured on the cover of Analytical Chemistry ("DNA Origami Incorporated...

A film capacitor that can take the heat

Dec 05, 2024 (Nanowerk News) Lawrence Berkeley National Laboratory (Berkeley Lab) and several collaborating institutions have successfully demonstrated a machine-learning technique to accelerate discovery of materials for film capacitors — crucial components in electrification and renewable energy technologies. The technique was used to screen a library of nearly 50,000 chemical...