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    Reduced-Order Models and Conditional Expectation: Analysing Parametric Low-Order Approximations by Hermann G. Matthies

    Published 2025-02-01
    “…The parameter-dependent reduction process produces a function mapping the parameters to the manifold.One now wants to examine the relation between the full and the reduced state for all possible parameter values of interest. …”
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    “Optimizing the Optimization”: A Hybrid Evolutionary-Based AI Scheme for Optimal Performance by Agathoklis A. Krimpenis, Loukas Athanasakos

    Published 2025-03-01
    “…Optimization algorithms for solving technological and scientific problems often face long convergence times and high computational costs due to numerous input/output parameters and complex calculations. …”
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    Methodology for Automating and Orchestrating Performance Evaluation of Kubernetes Container Network Interfaces by Vedran Dakić, Jasmin Redžepagić, Matej Bašić, Luka Žgrablić

    Published 2024-11-01
    “…Maintaining a fast, low-latency network must be balanced in the demanding world of High-Performance Computing (HPC). Any compromise in network performance can severely affect distributed HPC applications, leading to bottlenecks that undermine the entire system’s efficiency. …”
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    Domain- and Language-Adaptable Natural Language Interface for Property Graphs by Ioannis Tsampos, Emmanouil Marakakis

    Published 2025-05-01
    “…Our system supports single- and multi-hop queries, conjunctions, comparisons, aggregations, and complex questions through an explainable process. Evaluations on real-world queries demonstrate reliable translation results.…”
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    Improved Big Data Security Using Quantum Chaotic Map of Key Sequence by Archana Kotangale, Meesala Sudhir Kumar, Amol P. Bhagat

    Published 2025-06-01
    “…In the era of ubiquitous big data, ensuring secure storage, transmission, and processing has become a paramount concern. Classical cryptographic methods face increasing vulnerabilities in the face of quantum computing advancements. …”
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