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Leveraging Landau-Zener-Stückelberg interference for accelerating diabatic quantum annealing

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Leveraging Landau-Zener-Stückelberg interference for accelerating diabatic quantum annealing

·8 min read·Matthias Werner, Matías Jonsson, Artur García-Sáez et al.

This paper addresses the challenge of circumventing exponentially closing spectral gaps that limit the runtime efficiency of conventional adiabatic quantum annealing (QA) for optimization problems

researchquantum-annealingdiabatic-quantum-computationvariational-algorithmsquantum-coherence

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Limit Theory for $N$-Player $α$-Potential Games

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Limit Theory for $N$-Player $α$-Potential Games

·8 min read·Xin Guo, Meng Wang, Yufei Zhang

This paper develops a rigorous theoretical connection between finite-player $\alpha$-potential games and potential mean field games (MFGs) as the number of players $N$ tends to infinity

researchmean-field-gamespotential-gamesstochastic-differential-gamesmeasure-valued-controls

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Quality-Diversity Search in Sound Generation — Investigating Innovation Engines for Audio Exploration

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Quality-Diversity Search in Sound Generation — Investigating Innovation Engines for Audio Exploration

·8 min read·Björn Þór Jónsson, Çağrı Erdem, Stefano Fasciani et al.

This study targets the problem of automated exploration and generation of novel and diverse synthetic sounds for composers and sound designers, overcoming technical skill barriers and enabling sere…

researchquality-diversityevolutionary-algorithmssound-synthesisinnovation-engine

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Zero Touch Predictive Orchestration — Automating Time-Series Models for the Cloud-Edge Continuum

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Zero Touch Predictive Orchestration — Automating Time-Series Models for the Cloud-Edge Continuum

·8 min read·Abd Elghani Meliani, Arora Sagar, Adlen Ksentini et al.

This paper addresses the cold start problem in proactive resource orchestration for the highly dynamic Cloud-Edge Continuum (CEC), where newly discovered edge nodes have insufficient local telemetr…

researchcloud-edge-continuumtime-series-forecastingzero-touch-managementresource-orchestration

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