1+ mon, 3+ week ago   (961+ words) Rusty is a quantum science nerd. He's been into academic science all his life, but spent his formative years doing less academic things. Now he turns his attention to write about his passion, the quantum realm. He loves all things…...

1+ mon, 4+ week ago   (1541+ words) Hodge spectral-filter losses now deliver more spatially distributed gradients, smoother scale-normalized behaviour, and geometry-aware update directions than previous persistent-homology-based methods. This represents a shift from discrete topological control to a differentiable framework, enabling integration with gradient-based machine learning techniques. The…...

5+ mon, 1+ week ago   (1362+ words) Can quantum computers accurately model systems at temperatures where thermal noise overwhelms the signal? A new algorithm achieves this by scaling circuit depth linearly with system size, requiring only single-qubit rotations and nearest-neighbour CNOT gates for n modes. This delivers…...

5+ mon, 1+ week ago   (1395+ words) Quantum Zeitgeist Fumitatsu Iwase and colleagues at Tokyo Medical University present a new inverse design strategy to enhance spatial confinement of topological π-modes in one-dimensional nonperiodic systems. The strategy addresses edge-mode penetration into the bulk of these systems, successfully generating…...