AIMC Topic: Temperature

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Study on microwave ablation temperature prediction model based on grayscale ultrasound texture and machine learning.

PloS one Sep 25, 2024
BACKGROUND: Temperature prediction is crucial in the clinical ablation treatment of liver cancer, as it can be used to estimate the coagulation zone of microwave ablation.
Ultrasonography Temperature Microwaves Machine Learning Ablation Techniques Algorithms Animals Liver Neoplasms Liver Swine
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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...
Machine Learning Temperature Neural Networks, Computer Dehydration Crops, Agricultural Agricultural Irrigation Agriculture Environmental Monitoring Triticum Water India
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Coupling artificial neural network and sperm swarm optimization for soil temperature prediction at multiple depths.

Environmental science and pollution research international Sep 20, 2024
Soil temperature (ST) stands as a pivotal parameter in the realm of water resources and irrigation. It serves as a guide for farmers, enabling them to determine optimal planting and fertilization timings. In the backdrop of regions like Iran, where w...
Models, Theoretical Iran Temperature Soil Neural Networks, Computer Algorithms
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Prediction of directional solidification in freeze casting of biomaterial scaffolds using physics-informed neural networks.

Biomedical physics & engineering express Sep 20, 2024
Freeze casting, a manufacturing technique widely applied in biomedical fields for fabricating biomaterial scaffolds, poses challenges for predicting directional solidification due to its highly nonlinear behavior and complex interplay of process para...
Hydrodynamics Tissue Scaffolds Algorithms Freezing Computer Simulation Humans Biocompatible Materials Temperature Neural Networks, Computer Tissue Engineering
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Machine-Learning Predictions of Critical Temperatures from Chemical Compositions of Superconductors.

Journal of chemical information and modeling Sep 17, 2024
In the quest for advanced superconducting materials, the accurate prediction of critical temperatures () poses a formidable challenge, largely due to the complex interdependencies between superconducting properties and the chemical and structural cha...
Machine Learning Temperature Superconductivity
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Temperature dependence of mosquitoes: Comparing mechanistic and machine learning approaches.

PLoS neglected tropical diseases Sep 16, 2024
Mosquito vectors of pathogens (e.g., Aedes, Anopheles, and Culex spp. which transmit dengue, Zika, chikungunya, West Nile, malaria, and others) are of increasing concern for global public health. These vectors are geographically shifting under climat...
Animals Culicidae Aedes Machine Learning Temperature Culex Mosquito Vectors Anopheles
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Deep-learning-assisted thermogalvanic hydrogel fiber sensor for self-powered in-nostril respiratory monitoring.

Journal of colloid and interface science Sep 14, 2024
Direct and consistent monitoring of respiratory patterns is crucial for disease prognostication. Although the wired clinical respiratory monitoring apparatus can operate accurately, the existing defects are evident, such as the indispensability of an...
Respiration Polyvinyl Alcohol Temperature Deep Learning Monitoring, Physiologic Hydrogels Wearable Electronic Devices Humans
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Artificial intelligence can regulate light and climate systems to reduce energy use in plant factories and support sustainable food production.

Nature food Sep 9, 2024
Plant factories with artificial lighting (PFALs) can boost food production per unit area but require resources such as carbon dioxide and energy to maintain optimal plant growth conditions. Here we use computational modelling and artificial intellige...
Artificial Intelligence Temperature Food Supply Climate Conservation of Energy Resources Lighting Light Carbon Dioxide
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Mathematical modeling and numerical simulation of supercritical processing of drug nanoparticles optimization for green processing: AI analysis.

PloS one Sep 4, 2024
In recent decades, unfavorable solubility of novel therapeutic agents is considered as an important challenge in pharmaceutical industry. Supercritical carbon dioxide (SCCO2) is known as a green, cost-effective, high-performance, and promising solven...
Temperature Nanoparticles Solubility Models, Theoretical Support Vector Machine Green Chemistry Technology Carbon Dioxide Artificial Intelligence Computer Simulation
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Valorization of tomato processing by-products: Predictive modeling and optimization for ultrasound-assisted lycopene extraction.

Ultrasonics sonochemistry Aug 30, 2024
Lycopene is a carotenoid highly valuable to the food, pharmaceutical, dye, and cosmetic industries, present in ripe tomatoes and other fruits with a distinctive red color. The main source of lycopene is tomato crops. This bioactive component can be s...
Carotenoids Lycopene Chemical Fractionation Ultrasonic Waves Food Handling Temperature Solanum lycopersicum Neural Networks, Computer
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