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Accelerating battery electrolyte discovery with AI-predicted electrostatic potentials

Mar 21, 2026 Machine learning models trained on molecular quadrupole moments predict electrostatic potentials rapidly, enabling faster discovery of battery electrolyte candidates. (Nanowerk News) Researchers at Uppsala University have shown that machine learning models trained on molecular quadrupole moments can accurately predict the electrostatic potential around battery electrolyte molecules, replacing...

Fluorine-free nanostructured silica shell creates durable waterproof fabrics

Mar 21, 2026 A one-step technique covalently bonds a nanostructured silica shell onto individual fibers, creating durable superhydrophobic fabrics without nanoparticles or PFAS. (Nanowerk News) Researchers have developed a one-step technique that covalently bonds a fluorine-free, nanostructured silica shell onto individual textile fibers, producing superhydrophobic fabrics that survive tens of...

DNA-engineered silver nanoclusters enable precision killing of drug-resistant bacteria

Mar 21, 2026 DNA scaffolds organize silver nanoclusters into potent antimicrobials that precisely kill antibiotic-resistant bacteria, including those causing meningitis. (Nanowerk Spotlight) Antibiotic-resistant bacteria cause more than a million deaths each year, and their rapid evolution continues to undermine the effectiveness of newly developed drugs. Among these, ESKAPE pathogens, including...

Novel dual-gate transistor design enables stable 3D semiconductor stacking

Mar 20, 2026 Researchers developed a dual-modulated vertically stacked transistor that eliminates current leakage at nanoscale channel lengths, advancing low-power 3D chip integration. (Nanowerk News) Researchers have developed a vertically stacked transistor with a dual-modulation architecture that eliminates current leakage at nanoscale channel lengths. The team, led by Professor Jae...

Liquid biopsy that can distinguish between similar enzymes

Mar 20, 2026 A liquid-biopsy method can quickly and easily distinguish between enzymes that have very similar structures. (Nanowerk News) RIKEN researchers have demonstrated a method that can detect tiny amounts of biomarkers in liquid samples and can distinguish between highly similar biomarkers (Proceedings of the National Academy of Sciences,...

Magnetic skyrmions can form through magnetoelastic coupling alone, new theory shows

Mar 20, 2026 Physicists show that magnetoelastic coupling, present in nearly all magnets, can generate skyrmion arrays without crystal asymmetry or spin-orbit coupling. (Nanowerk News) Physicists have proposed a theoretical framework demonstrating that magnetic skyrmions, nanoscale vortex-like spin structures valued for future data storage, can spontaneously emerge through magnetoelastic coupling...