AIMC Topic: Water

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Microscopic water dispersion and hydrogen-bonding structures in margarine spreads with Raman hyperspectral imaging and machine learning.

Food chemistry Nov 13, 2024
Margarine, a water-in-oil (W/O) emulsion, offers advantages such as lower costs in comparison to similar products, but large amounts of saturated fats pose health risks. Reduction of saturated fat content is difficult and often leads to "oil-off," i....
Machine Learning Hydrogen Bonding Margarine Water Spectrum Analysis, Raman Emulsions
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Water-Stable Magnetic Lipiodol Micro-Droplets as a Miniaturized Robotic Tool for Drug Delivery.

Advanced materials (Deerfield Beach, Fla.) Nov 13, 2024
Magnetic microrobots, designed to navigate the complex environments of the human body, show promise for minimally invasive diagnosis and treatment. However, their clinical adoption faces hurdles such as biocompatibility, precise control, and intellig...
Humans Magnetic Iron Oxide Nanoparticles Miniaturization Gelatin Ethiodized Oil Water Mice Robotics Drug Delivery Systems Animals
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Assessing long-term water storage dynamics in Afghanistan: An integrated approach using machine learning, hydrological models, and remote sensing.

Journal of environmental management Oct 21, 2024
Assessment of Terrestrial Water Storage (TWS) components is crucial for understanding regional climate and water resources, particularly in arid and semi-arid regions like Afghanistan. Given the scarcity of ground-based data, this study leverages rem...
Climate Hydrology Water Resources Models, Theoretical Remote Sensing Technology Afghanistan Machine Learning Water
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Quantitative investigation and intelligent forecasting of thermal conductivity in lime-modified red clay.

PloS one Oct 10, 2024
This paper delves into the engineering applications of lime-stabilized red clay, a highly water-sensitive material, particularly in the context of the climatic conditions prevalent in the Dalian region. We systematically investigate the impact of wat...
Water Oxides Calcium Compounds Clay Thermal Conductivity Forecasting Temperature Soil Neural Networks, Computer Machine Learning
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Acoustic leak localization for water distribution network through time-delay-based deep learning approach.

Water research Oct 9, 2024
Water leakage within water distribution networks (WDNs) presents significant challenges, encompassing infrastructure damage, economic losses, and public health risks. Traditional methods for leak localization based on acoustic signals encounter inher...
Acoustics Signal-To-Noise Ratio Water Supply Deep Learning Water
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Evaluating machine learning performance in predicting sodium adsorption ratio for sustainable soil-water management in the eastern Mediterranean.

Journal of environmental management Sep 27, 2024
Soil salinization is a critical global issue for sustainable agriculture, impacting crop yields and posing a threat to achieving the Sustainable Development Goal (SDG) of ensuring food security. It is necessary to monitor it in detail and uncover its...
Neural Networks, Computer Machine Learning Soil Mediterranean Region Adsorption Sodium Salinity Water Agriculture
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Evaluation of crop water stress index of wheat by using machine learning models.

Environmental monitoring and assessment Sep 23, 2024
The Crop Water Stress Index (CWSI), a pivotal indicator derived from canopy temperature, plays a crucial role in irrigation scheduling for water conservation in agriculture. This study focuses on determining CWSI (by empirical method) for wheat crops...
Agricultural Irrigation Triticum Dehydration Crops, Agricultural Agriculture Environmental Monitoring Neural Networks, Computer Machine Learning Temperature Water India
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Artificial Neural Network analysis on the effect of mixed convection in triangular-shaped geometry using water-based Al2O3 nanofluid.

PloS one Sep 13, 2024
The objective of the study is to investigate the fluid flow and heat transfer characteristics applying Artificial Neural Networks (ANN) analysis in triangular-shaped cavities for the analysis of magnetohydrodynamics (MHD) mixed convection with varyin...
Hydrodynamics Finite Element Analysis Aluminum Oxide Neural Networks, Computer Water Convection
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Simultaneously predicting SPAD and water content in rice leaves using hyperspectral imaging with deep multi-task regression and transfer component analysis.

Journal of the science of food and agriculture Sep 2, 2024
BACKGROUND: Water content and chlorophyll content are important indicators for monitoring rice growth status. Simultaneous detection of water content and chlorophyll content is of significance. Different varieties of rice show differences in phenotyp...
Hyperspectral Imaging Chlorophyll Least-Squares Analysis Oryza Neural Networks, Computer Soil Water Plant Leaves
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Synthesis and characterization of Fe(III)-doped beta-cyclodextrin-grafted chitosan cryogel beads for adsorption of diclofenac in aqueous solutions: Adsorption experiments and deep-learning modeling.

International journal of biological macromolecules Aug 28, 2024
Diclofenac (DCF) is frequently detected in aquatic environments, emphasizing the critical need for its efficient removal globally. Here, we present the synthesis of Fe(III)-doped β-CD-grafted chitosan (Fe/β-CD@CS) cryogel beads designed for adsorbing...
Solutions Diclofenac Cryogels Kinetics Hydrogen-Ion Concentration beta-Cyclodextrins Chitosan Iron Water Water Pollutants, Chemical Adsorption Water Purification Deep Learning
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