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News
Quantum neural operator learns PDEs with quadratic expressivity edge
2+ hour, 55+ min 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....
Lusona, A Mathematical Beauty⭐ Part 2
5+ hour, 29+ min ago (29+ words) love research. Before reading this article I highly recommend reading this, Lusona, a mathematical beauty. It will familiar you with the concept of …...
Privacy-First Quantum Ensembles Learn From Labels No One Can See
6+ hour, 57+ min 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 Map When Lost Qubit Coherence Can Come Back to Life
9+ hour, 44+ min 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....
Quantum Annealers Take Over Training of Variational Quantum Algorithms
18+ hour, 45+ min ago (81+ words) Variational quantum algorithms have become the workhorses of near-term quantum computing, promising everything from molecular simulation to machine learning on hardware that is still noisy and small. Yet a stubborn bottleneck has shadowed the field from the start: training the…...
Beat the odds: Master and execute Monte Carlo Integration for finance on real quantum computers
2+ day, 4+ hour ago (523+ words) Every day, global institutions process trillions of dollars in trades, manage complex risk portfolios, and price exotic derivatives. In this environment, speed and precision translate directly into competitive advantage where even marginal gains in estimation accuracy can yield massive financial…...
Researchers Cut Complexity Of Quantum State Estimation
2+ day, 20+ hour ago (913+ words) Dr. Donovan is a futurist and technology writer covering the quantum revolution. Where classical computers manipulate bits that are either on or off, quantum machines exploit superposition and entanglement to process information in ways that classical physics cannot. Dr. Donovan…...
Elise LePage: How String Theory Leads to Beautiful Mathematics
4+ week, 2+ day ago (406+ words) Junior Fellow Elise LePage of the Simons Society of Fellows turns intuition from theoretical physics into new mathematics. String theory provides an avenue for uniting quantum physics and gravity, but it remains highly speculative. The theory predicts that the universe…...
Quantum learning models bridge computing and machine intelligence
3+ day, 17+ min ago (766+ words) Machine learning has transformed nearly every corner of modern science and industry, but the field is now confronting an uncomfortable truth: the computational resources required to train ever-larger models are growing at a pace that may soon become unsustainable....
Non-Hermitian Spin Model Boosts Quantum Reservoir Computing
3+ day, 5+ hour ago (708+ words) Ivy Delaney has been working with neural networks and machine learning since the mid-nineties, back when a couple of hidden layers and a long afternoon of training counted as ambitious. She has watched the field go from academic curiosity to…...