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Conditions for Quantum Advantage in AC Power Flow
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quantum-computing

Conditions for Quantum Advantage in AC Power Flow

--> Quantum Physics arXiv:2608.06711 (quant-ph) [Submitted on 7 Aug 2026] Title:Conditions for Quantum Advantage in AC Power Flow Authors:Parikshit Pareek, Abhijith Jayakumar, Carleton Coffrin, Sidhant Misra View a PDF of the paper titled Conditions for Quantum Advantage in AC Power Flow, by Parikshit Pareek and 3 other authors View PDF HTML (experimental) Abstract:This paper aims to contextualize the requirements for Quantum Computing (QC) algorithms to achieve a quantum advantage in solving the alternating current power flow (ACPF) problem, with a focus on runtime complexity. First, we establish a benchmark for a QC iterative solver to demonstrate an advantage over the classical Newton-Raphson Load Flow (NRLF) algorithm. Next, we derive a baseline expression for the end-to-end runtime complexity of any Gate-based QC algorithm as $\Omega(N \kappa/\varepsilon),$ reflecting dependence on system size $N$, condition number $\kappa$, and error tolerance $\varepsilon$. Finally, we highlight key areas where QC algorithms may offer potential benefits over NRLF in addressing the standard ACPF problem. Subjects: Quantum Physics (quant-ph); Systems and Control (eess.SY) Cite as: arXiv:2608.06711 [quant-ph]   (or arXiv:2608.06711v1 [quant-ph] for this version)   https://doi.org/10.48550/arXiv.2608.06711 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Parikshit Pareek [view email] [v1] Fri, 7 Aug 2026 02:09:46 UTC (250 KB) Full-text links: Access Paper: View a PDF of the paper titled Conditions for Quantum Advantage in AC Power Flow, by Parikshit Pareek and 3 other authorsView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph < prev   |   next > new | recent | 2026-08 Change to browse by: cs cs.SY eess eess.SY References & Citations INSPIRE HEP NASA ADSGoogle Scholar Semantic Scholar export BibTeX citation Loading... BibTeX formatted citation × loading... Data

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SK Hynix and Samsung Just Sent a Major Warning to Micron Investors
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investment

SK Hynix and Samsung Just Sent a Major Warning to Micron Investors

Micron (MU -0.44%), SK Hynix (SKHY -3.92%), and Samsung (SSNLF +0.00%) are some of the highest-flying stocks in the market this year. Their tremendous earnings results have been driven by a massive shortage in memory chips, a market dominated by the three companies. As AI hyperscalers buy up as many chips as possible, memory prices have gone through the roof. Recent earnings results from SK Hynix and Samsung contain a major warning for Micron investors that could affect not just this quarter's results, but results well into the future. It could have a huge effect on the price investors should be willing to pay for the stock today. Image source: Micron. What did SK Hynix and Samsung report? The all-important driver of earnings for the three memory chip stocks over the last year has been pricing. The chipmakers renegotiate pricing for their chips frequently based on supply and demand. It takes years for a new manufacturing plant to start producing chips at scale, which means a spike in demand can send chip prices significantly higher. Once additional supply enters the market or demand falls, prices fall, and with higher operating costs, profits fall even more. That's the cyclical nature of the memory chip market, but the market understands it well. It's why investors are paying single-digit earnings multiples for the chipmakers today. They expect the earnings cycle to approach its peak in the near future. What's worrisome in SK Hynix's and Samsung's earnings releases is that peak earnings might be lower than anticipated. That's evidenced by weakness in pricing relative to expectations for both companies over the last three months. ExpandNASDAQ: SKHYSK HynixToday's Change(-3.92%) $-5.62Current Price$137.91Key Data Points*:nth-last-child(-n+2)]:border-b-0">Market Cap$1.0TMarket cap calculated using publicly traded shares outstanding only. Does not include unlisted, private, or dual-class non-traded shares. Implied market cap may vary.Day's Range$133.80 - $143.6552wk Ran

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University of Ottawa researchers made entangled photons skipping the laser
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quantum-computing

University of Ottawa researchers made entangled photons skipping the laser

Scientists at the University of Ottawa, collaborating with researchers from the Max Planck Institute for the Science of Light and the Max Planck Center for Extreme and Quantum Photonics, have achieved quantum entanglement using sunlight for the first time. The team challenges the decades-long assumption that lasers are essential for creating correlated photon pairs, a key resource for quantum technologies. “As long as the pump beam is perfectly polarized, its spatial or temporal incoherence should not preclude the generation of polarization entanglement,” explains Dr. Cheng Li, a PhD graduate from the University of Ottawa. This breakthrough demonstrates that even the lower intensity and incoherence of sunlight can efficiently drive the necessary nonlinear optical processes, potentially leading to more sustainable photonic quantum systems. Sunlight Challenges Laser Dominance in SPDC Entanglement Achieving 94% fidelity, researchers have, for the first time, successfully generated quantum-entangled photons using only sunlight as a pump source, a result that challenges the decades-long reliance on lasers for this process. This breakthrough, detailed recently in Optica, demonstrates that the high optical coherence traditionally considered essential for spontaneous parametric down-conversion (SPDC) is not, in fact, indispensable, opening avenues for more sustainable quantum technologies. Previously, scientists believed that the intense, coherent beams produced by lasers were uniquely capable of driving the nonlinear optical processes necessary for efficient SPDC, where photons from the pump beam are converted into entangled pairs within a nonlinear crystal. However, the team’s work reveals that sunlight, despite being significantly less intense and inherently incoherent, can achieve comparable results when properly harnessed. The researchers focused on maintaining polarization while accommodating the inherent incoherence of sunlight in other degrees of freedom. To overcom

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Generalized Loschmidt echoes associated with operational quantum non-Markovianityquantum-computing

Generalized Loschmidt echoes associated with operational quantum non-Markovianity

--> Quantum Physics arXiv:2608.06567 (quant-ph) [Submitted on 6 Aug 2026] Title:Generalized Loschmidt echoes associated with operational quantum non-Markovianity Authors:Cecilia Cormick, Adrián A. Budini View a PDF of the paper titled Generalized Loschmidt echoes associated with operational quantum non-Markovianity, by Cecilia Cormick and Adri\'an A. Budini View PDF HTML (experimental) Abstract:Non-Markovianity can be characterized by performing a series of successive measurements and analyzing departures of the corresponding outcome statistics from a Markovian probabilistic structure. Considering a system coupled with its environment via a dephasing interaction, we show that joint outcome probabilities can be written in terms of a set of two-time environment correlations. Their definition involves forward and backward propagators with different Hamiltonians, associated with a recently introduced generalization of standard Loschmidt echoes [Cormick and Budini, Phys. Lett. A 593, 132011 (2026)]. This result establishes a solid connection between quantum non-Markovianity defined in an operational (measurement-based) way and complex quantum dynamics studied through their sensitivity to dynamical perturbations. We find conditions that guarantee a Markovian (system) behavior and also determine how the generalized echoes can identify information exchanges between the system and its environment. We illustrate our ideas considering examples of spin environments that realize these different dynamical regimes. Comments: Subjects: Quantum Physics (quant-ph) Cite as: arXiv:2608.06567 [quant-ph]   (or arXiv:2608.06567v1 [quant-ph] for this version)   https://doi.org/10.48550/arXiv.2608.06567 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Adrian Budini [view email] [v1] Thu, 6 Aug 2026 20:25:11 UTC (73 KB) Full-text links: Access Paper: View a PDF of the paper titled Generalized Loschmidt echoes associated with operatio

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Exact quantum circuits for lattice Boltzmann realization of the Dirac equationquantum-computing

Exact quantum circuits for lattice Boltzmann realization of the Dirac equation

--> Quantum Physics arXiv:2608.06570 (quant-ph) [Submitted on 6 Aug 2026] Title:Exact quantum circuits for lattice Boltzmann realization of the Dirac equation Authors:Nilesh Sawant, Ethan Young, Kevin Griffin, Michael Martin View a PDF of the paper titled Exact quantum circuits for lattice Boltzmann realization of the Dirac equation, by Nilesh Sawant and 3 other authors View PDF HTML (experimental) Abstract:The quantum lattice Boltzmann (QLB) scheme of Succi and Dellar advances a four-component Dirac spinor on a lattice by a fixed sequence of local, exactly norm-preserving operations: a basis rotation, a collision, a streaming shift, and the inverse rotation. This unitarity is a structural property of the scheme, not an approximation, which suggests that a QLB time step should map onto a sequence of quantum gates. Here we make that mapping explicit. We give a gate-level construction of every operation of the three-dimensional Dirac QLB scheme: the fixed rotation gates, the collision gate, the streaming shift as a controlled increment on a position register, the position-dependent potential as a phase oracle, and periodic and reflecting (bounce-back) boundary conditions as unitary circuits. We then compose them into single-axis, two- and three-dimensional time steps. On a state-vector emulator the resulting circuits reproduce the classical QLB solver to machine precision (maximum density deviation between $3.7\times10^{-12}$ and $1.0\times10^{-17}$ across the one-, two-, and three-dimensional tests), so the circuits are the scheme rather than an approximation of it. The scope is narrow: we establish that the Succi-Dellar theory can be implemented on a (gate-model) quantum computer, and report the associated gate counts. We make no claim of computational advantage; state preparation, measurement, and asymptotic cost are discussed as open questions. All operators, circuits, tests, and figures are reproducible from the open-source quantumKineticMethods library. Comments

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Explore India's ₹6,003 Crore quantum initiative: 4 thematic hubs, leading startups, and the latest developments in India's quantum ecosystem

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