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4 results for "Fuad, Nafis"

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  1. Preprint Full text

    Physics-driven Comparative Analysis of Various Statistical Distance Metrics and Normalizing Functions

    Fuad, Nafis

    arXiv · 2026 · English · arXiv

    Comparison of two probability density/mass functions (PDF/PMFs) is ubiquitous in various forms of scientific analysis, including machine learning, optimization problems, and hypothesis tests. A copious amount of distance metrics have already been proposed and are regularly being used in this…

  2. Preprint Full text

    LLM-Powered Flood Depth Estimation from Social Media Imagery: A Vision-Language Model Framework with Mechanistic Interpretability for Transportation Resilience

    Fuad, Nafis; Qian, Xiaodong

    arXiv · 2026 · English · arXiv

    Urban flooding poses an escalating threat to transportation network continuity, yet no operational system currently provides real-time, street-level flood depth information at the centimeter resolution required for dynamic routing, electric vehicle (EV) safety, and autonomous vehicle (AV)…

  3. Journal Article Full text

    Short-Term Chronic Toxicity of Copper to Hyalella azteca: Contrast in Terms of Equilibrating Diet, Diet Type, and Organic Matter Source

    Fuad, Nafis; Williams, Rebecca; Vadas, Timothy M.

    Toxics · 2024 · English · PubMed Central

    The most up-to-date regulatory guidelines for establishing acute and chronic numeric limits for copper in freshwaters are based on a biotic ligand model for various species, but the model for Cu lacks data on dietary uptake. In addition, some common macroinvertebrate toxicity assay parameters are…

  4. Journal Article Full text

    A relationship between phages and organic carbon in wastewater treatment plant effluents

    Modin, Oskar; Fuad, Nafis; Abadikhah, Marie et al.

    Water Res X · 2022 · English · PubMed Central

    With stringent effluent requirements and the implementation of new processes for micropollutant removal, it is increasingly important for wastewater treatment plants (WWTPs) to understand the factors affecting effluent quality. Phages (viruses infecting prokaryotes) are abundant in the biological…