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News
Quantum neural operator learns PDEs with quadratic expressivity edge
1+ day, 5+ hour ago (536+ words) Scientists at Shanghai Jiao Tong University have unveiled a quantum neural operator that promises to squeeze genuine machine-learning power out of today’s noisy, error-prone quantum processors....
Privacy-First Quantum Ensembles Learn From Labels No One Can See
1+ day, 9+ hour ago (709+ words) Quantum machine learning has long promised a new kind of computational power, but a quieter revolution is now underway at the intersection of quantum algorithms and data privacy....
Physicists Transfer Twisted Microwave Signals Into Light With Striking
1+ day, 9+ hour ago (649+ words) Every quantum network ever proposed faces the same awkward problem: the superconducting circuits that store and process quantum information speak in microwaves, while the optical fibers that carry signals across cities and continents speak in light....
Electron-Deficient Bonds Drive Staged Magnetic Shifts in Vanadium Material
1+ day, 9+ hour ago (599+ words) Chemical bonds are usually treated as the fixed scaffolding of a material, the framework that determines how atoms sit relative to one another and how electrons move through the resulting structure. Yet in certain classes of matter, the bonds between…...
Photon-Counting CT Now Yields Density and Atomic Number Maps
1+ day, 12+ hour ago (540+ words) Computed tomography has long been one of medicine’s most powerful windows into the human body, but a fundamental limitation has always lurked beneath its grayscale images. Conventional CT measures how much X-rays are attenuated as they pass through tissue, a…...
Physicists Map When Lost Qubit Coherence Can Come Back to Life
1+ day, 12+ hour ago (581+ words) A quantum bit that has lost its coherence is usually written off as a casualty of its noisy environment, but a new theoretical study argues that this verdict is often premature — and, more importantly, predictable....
Strained Silicon Quantum Dots Reveal New Design Rules for Intermediate-Band
1+ day, 14+ hour ago (625+ words) Silicon has long dominated the solar industry, but its fundamental physics imposes hard limits on how much sunlight a single-junction cell can convert into electricity. Photons with less energy than silicon’s band gap simply pass through the material, while photons…...
Graphene Flakes Supercharge Liquid Crystal Optics in the Infrared
1+ day, 18+ hour ago (86+ words) A pinch of graphene may be all it takes to make liquid crystals dramatically more useful in the infrared. Researchers in Japan have shown that dispersing tiny flakes of the one-atom-thick carbon material into a common nematic liquid crystal boosts…...
Hidden Geometry of Quantum States Yields New Shortcuts for Optimal State
1+ day, 18+ hour ago (70+ words) One of the most fundamental questions in quantum information theory is deceptively simple to state: given a quantum system that could be in any one of several possible states, how well can we guess which one it actually is? Because…...
Physicists Realize Square-Root Topological States in Visible-Light
1+ day, 20+ hour ago (55+ words) Topological photonics has spent the past decade borrowing one of the most powerful ideas in modern condensed-matter physics: the notion that certain states of light can be protected from imperfections in much the same way that conducting edge states are…...