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  1. Hace 5 días · The resulting model, \\textit{HILCodec}, is a real-time streaming audio codec that demonstrates state-of-the-art quality across various bitrates and audio types. The recent advancement of end-to-end neural audio codecs enables compressing audio at very low bitrates while reconstructing the output audio with high fidelity. Nonetheless, such improvements often come at the cost of increased model ...

  2. Hace 4 días · Fidelity estimation is an important technique for evaluating prepared quantum states in noisy quantum devices. A recent theoretical work proposed a frugal approach called neural quantum fidelity estimation (NQFE) [X. Zhang et al., Phys. Rev. Lett. 127, 130503 (2021).]. While this requires a much smaller number of measurement operators than full quantum state tomography, it uses a weight-based ...

  3. Hace 3 días · The never-ending computational demand from simulations of turbulence makes computational fluid dynamics (CFD) a prime application use case for current and future exascale systems. High-order finite element methods, such as the spectral element method, have been gaining traction as they offer high performance on both multicore CPUs and modern GPU-based accelerators. In this work, we assess how ...

  4. Hace 4 días · In this work, we assess how high-fidelity CFD using the spectral element method can exploit the modular supercomputing architecture at scale through domain partitioning, where the computational domain is split between a Booster module powered by GPUs and a Cluster module with conventional CPU nodes.

  5. Hace 5 días · High fidelity quantum states are essential resources for quantum computing, communications, and sensing, as the performance of any quantum protocol or algorithm relies heavily on the capability to prepare the quantum state required for the protocol with high precision.

  6. Hace 1 día · [9] Gomar A., Gourdain N. and Dufour G., “ High-Fidelity Simulation of the Turbulent Flowin: A Transonic Axial Compressor,” 9th European Conference on Turbomachinery: Fluid Dynamics and Thermodynamics, ETC 2011—Conference Proceedings, European Turbomachinery Conference, 2011. Google Scholar

  7. Hace 4 días · Despite a half-century of advancements, global magnetic resonance imaging (MRI) accessibility remains limited and uneven, hindering its full potential in health care. Initially, MRI development focused on low fields around 0.05 Tesla, but progress halted after the introduction of the 1.5 Tesla whole-body superconducting scanner in 1983.