COLLABORATIVE AND PRIVACY-PRESERVING RETIRED BATTERY SORTING FOR PROFITABLE DIRECT RECYCLING VIA FEDERATED MACHINE LEARNING

Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning

Abstract Unsorted retired batteries with varied cathode materials hinder the adoption of direct recycling due to their cathode-specific nature.The surge in retired batteries necessitates precise sorting for effective direct recycling, but challenges arise from varying operational histories, diverse manufacturers, and data privacy concerns of recycl

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Polymer and deficit irrigation influence on water use efficiency and yield of muskmelon under surface and subsurface drip irrigation

Water scarcity is a major constraint facing vegetable production sustainability in open field farming of arid regions like the Kingdom of Saudi Garden Bridges Arabia.This study was carried out in an open field of the Research and Training Station of King Faisal University in the eastern region of the Kingdom.The objective was to assess the influenc

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Spatiotemporal Variation in Environmental Key Parameters within Fleshy Red Algae Mats in the Mediterranean Sea

Insulated Covers In the Mediterranean, the fleshy, mat-forming red alga Phyllophora crispa creates high-biodiversity habitats that influence light availability, water movement, and temperature.However, knowledge about its influence on other key environmental parameters, such as oxygen availability, chlorophyll, and turbidity, is missing.Therefore,

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Investigation of New Tsallis-Based Equation to Predict Shear Stress Distribution in Circular and Trapezoidal Channels

In this study, the entropy concept is employed to estimate the shear stress distribution in a circular channel with flat Insulated Covers bed and trapezoidal channel.Using the principle of maximum entropy, the shear stress distribution is derived by maximizing the Tsallis entropy by assuming averaged shear stress as a random variable.The derived sh

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