AIMC Topic: Temperature

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XIS-temperature: A daily spatiotemporal machine-learning model for air temperature in the contiguous United States.

Environmental research Jan 12, 2025
The challenge of reconstructing air temperature for environmental applications is to accurately estimate past exposures even where monitoring is sparse. We present XGBoost-IDW Synthesis for air temperature (XIS-Temperature), a high-resolution machine...
Environmental Monitoring Remote Sensing Technology Temperature United States Machine Learning
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The ANFIS-RSM based multi-objective optimization and modelling of ultrasound-assisted extraction of polyphenols from jamun fruit (Syzygium cumini).

Ultrasonics sonochemistry Jan 12, 2025
Given their potential as natural substitutes for artificial additives and their health advantages, the extraction of bioactive substances like polyphenols from plant sources is becoming more and more significant. Nevertheless, it is still difficult t...
Neural Networks, Computer Chemical Fractionation Ultrasonic Waves Polyphenols Fruit Syzygium Temperature Fuzzy Logic
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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 Environmental Monitoring Spatio-Temporal Analysis Support Vector Machine Urbanization Climate Change Cities Slovakia
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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 Artificial Intelligence Prosthesis Design 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...
Algorithms Forecasting Machine Learning Temperature Solar Energy Models, Theoretical
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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...
Humans Algorithms Weather Deep Learning Neural Networks, Computer Image Processing, Computer-Assisted Temperature Environmental Monitoring 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...
Temperature Animals Animal Welfare Deep Learning Swine Bayes Theorem Neural Networks, Computer Housing, Animal Algorithms Ammonia
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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 ...
Environmental Monitoring Fuzzy Logic Climate Change Weather Temperature Soil Neural Networks, Computer India Machine Learning
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