AIMC Topic: Temperature

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Intelligent Thermochromic Heating E-Textile for Personalized Temperature Control in Healthcare.

ACS applied materials & interfaces Jan 8, 2025
Heating electronic textiles (e-textiles) are widely used for thermal comfort and energy conservation, but prolonged heating raises concerns about heat-related illnesses, especially in the elderly. Despite advancements, achieving universal user satisf...
Temperature Wearable Electronic Devices Hot Temperature Textiles Heating Humans Artificial Intelligence
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Theoretical investigations on analysis and optimization of freeze drying of pharmaceutical powder using machine learning modeling of temperature distribution.

Scientific reports Jan 6, 2025
This study investigates the application of various neural network-based models for predicting temperature distribution in freeze drying process of biopharmaceuticals. For heat-sensitive biopharmaceutical products, freeze drying is preferred to preven...
Algorithms Temperature Powders Neural Networks, Computer Machine Learning Freeze Drying Hydrodynamics
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Spatiotemporal analysis of land surface temperature and land cover changes in Prešov city using downscaling approach and machine learning algorithms.

Environmental monitoring and assessment Jan 3, 2025
In recent decades, global climate change and rapid urbanization have aggravated the urban heat island (UHI) effect, affecting the well-being of urban citizens. Although this significant phenomenon is more pronounced in larger metropolitan areas due t...
Machine Learning Algorithms Temperature Urbanization Environmental Monitoring Slovakia Spatio-Temporal Analysis Support Vector Machine Cities Climate Change
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Artificial Intelligence-Guided Inverse Design of Deployable Thermo-Metamaterial Implants.

ACS applied materials & interfaces Jan 2, 2025
Current limitations in implant design often lead to trade-offs between minimally invasive surgery and achieving the desired post-implantation functionality. Here, we present an artificial intelligence inverse design paradigm for creating deployable i...
Humans Neural Networks, Computer Temperature Prostheses and Implants Prosthesis Design Artificial Intelligence Algorithms
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Solar energy prediction through machine learning models: A comparative analysis of regressor algorithms.

PloS one Jan 2, 2025
Solar energy generated from photovoltaic panel is an important energy source that brings many benefits to people and the environment. This is a growing trend globally and plays an increasingly important role in the future of the energy industry. Howe...
Solar Energy Temperature Models, Theoretical Algorithms Forecasting Machine Learning
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A deep transfer learning based convolution neural network framework for air temperature classification using human clothing images.

Scientific reports Dec 30, 2024
Weather recognition is crucial due to its significant impact on various aspects of daily life, such as weather prediction, environmental monitoring, tourism, and energy production. Several studies have already conducted research on image-based weathe...
Deep Learning Image Processing, Computer-Assisted Environmental Monitoring Algorithms Temperature Humans Weather Neural Networks, Computer Clothing
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A new prediction model based on deep learning for pig house environment.

Scientific reports Dec 28, 2024
A prediction model of the pig house environment based on Bayesian optimization (BO), squeeze and excitation block (SE), convolutional neural network (CNN) and gated recurrent unit (GRU) is proposed to improve the prediction accuracy and animal welfar...
Housing, Animal Ammonia Neural Networks, Computer Deep Learning Animals Bayes Theorem Algorithms Swine Animal Welfare Temperature
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Soil temperature estimation at different depths using machine learning paradigms based on meteorological data.

Environmental monitoring and assessment Dec 26, 2024
Knowledge of soil temperature (ST) is important for analysing environmental conditions and climate change. Moreover, ST is a vital element of soil that impacts crop growth as well as the germination of the seeds. In this study, four machine-learning ...
Machine Learning Temperature Neural Networks, Computer Climate Change Fuzzy Logic Soil Environmental Monitoring Weather India
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Habitat Suitability Modelling for the Red Dwarf Honeybee (Apis florea (Linnaeus)) and Its Distribution Prediction Using Machine Learning and Cloud Computing.

Neotropical entomology Dec 17, 2024
Apis florea bees were recently identified in Egypt, marking the second occurrence of this species on the African continent. The objective of this study was to track the distribution of A. florea in Egypt and evaluate its potential for invasive behavi...
Animal Distribution Egypt Bees Machine Learning Animals Temperature Ecosystem
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A novel strategy for the MPPT in a photovoltaic system via sliding modes control.

PloS one Dec 13, 2024
This paper proposes a robust maximum power point tracking algorithm based on a super twisting sliding modes controller. The underlying idea is solving the classical trajectory tracking control problem where the maximum power point defines the referen...
Bayes Theorem Solar Energy Computer Simulation Neural Networks, Computer Temperature Electric Power Supplies Algorithms Models, Theoretical
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