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Applied Math & Optimization
Numerics, convexity, OR, and algorithms powering real‑world systems.
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Applied Sciences, Vol. 16, Pages 9339: Hybrid Grey Wolf Optimizers with Probabilistic Spiral Updating for Global Optimization
7+ hour, 28+ min ago (427+ words) The Grey Wolf Optimizer (GWO) is a widely used meta-heuristic optimization algorithm; however, its standard linear encircling mechanism often leads to premature convergence to local optima in complex search spaces, and the equal weighting of its top three leaders limits…...
IonQ, Inc, Oak Ridge National Laboratory, NVIDIA Corporation, And The University Of Tennessee, Knoxville Show AI Method Reduces Quantum Optimization Trade Off
4+ day, 9+ hour ago (88+ words) Published on 09/16/2026 at 11:37 am EDT Under the prior state-of-the-art method, circuit-finding time rose sharply from about 34 seconds on 4 qubits to more than 11 minutes on 12 qubits. The generative approach held nearly 28 seconds for every size previously tested. Both approaches are quantum…...
Uppsala University Implements Qudit Control Via Geometric Phases
1+ day, 22+ hour ago (844+ 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…...
Diesel doesn't care what the Fed does | Newsletters
2+ day, 2+ hour ago (1574+ words) Diesel doesn't care what the Fed does The Tech Buzz September 18, 2026 Top Tech News: Fed hikes, diesel hits $6, retail rebounds, U.S.–China AI talks, AI safety summit, Kalshi blocked Company Watch: May Mobility $1.4B SPAC, OpenAI $1B ads, Amazon–Generac power deal, SK…...
Graph Neural Network Predicts Qubit Routing Costs
1+ day, 22+ hour ago (293+ words) The core innovation lies in fusing circuit structure with the physical geometry of the quantum chip, allowing the model to learn from the relationship between circuit design, tile layout, and the accessibility of these magic states. These magic states are…...
WiMi Studies Quantum Encoding Circuit Adaptation Optimization Architecture Based on Reinforcement Learning
2+ day, 5+ hour ago (296+ words) WiMi Hologram Cloud Inc., a leading global Hologram Augmented Reality ("AR") Technology provider, leverages the interdisciplinary technology of quantum computing and machine learning to propose a specific problem encoding circuit generation scheme based on reinforcement learning technology, breaking the limitations…...
Researchers Optimise Tensor Networks Using DMRG Method
2+ day, 20+ hour ago (700+ words) Matrix product states, networks mirroring those used to simulate quantum systems, can now be optimised using principles borrowed directly from quantum mechanics itself. Previously reliant solely upon gradient descent, these networks benefit from incorporating Density Matrix Renormalization Group adaptations for…...
Sandia Labs Maps A Path To Faster Spin Qubit Tuning
3+ day, 22+ hour ago (388+ words) Addressing the increasing complexity of scaling up quantum computers, the team examined algorithms with an eye toward the demands of future systems and found that faster, more accurate tuning will be necessary to initialize larger quantum computers. Current research focuses…...
Generative AI automates quantum optimization circuit design
3+ day, 19+ hour ago (520+ words) The AI model acts as a direct replacement for the manual tuning cycle. Instead of guessing and checking, the model writes the necessary circuit instructions immediately. This change allows researchers to focus on the results rather than the mechanics of…...
ParityQC Launches Parity Twine Optimizer in IBM Qiskit Functions Catalog
4+ day, 4+ hour ago (270+ words) “By offering the Parity Twine Optimizer as an IBM Qiskit Function, we are providing the quantum community with access to a tool with what we currently show to be the most efficient quantum compiler available for larger and more connected…...