AIMC Topic: Temperature

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A neural network-assisted open boundary molecular dynamics simulation method.

The Journal of chemical physics May 14, 2022
A neural network-assisted molecular dynamics method is developed to reduce the computational cost of open boundary simulations. Particle influxes and neural network-derived forces are applied at the boundaries of an open domain consisting of explicit...
Neural Networks, Computer Temperature Molecular Dynamics Simulation
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The relationship between rising temperatures and malaria incidence in Hainan, China, from 1984 to 2010: a longitudinal cohort study.

The Lancet. Planetary health Apr 1, 2022
BACKGROUND: The influence of rising global temperatures on malaria dynamics and distribution remains controversial, especially in central highland regions. We aimed to address this subject by studying the spatiotemporal heterogeneity of malaria and t...
Temperature China Incidence Humans Artificial Intelligence Cohort Studies Longitudinal Studies Malaria
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A genetic algorithm and backpropagation neural network based temperature compensation method of spin-exchange relaxation-free co-magnetometer.

The Review of scientific instruments Jan 1, 2022
This paper presents a temperature compensation method based on the genetic algorithm (GA) and backpropagation (BP) neural network to reduce the temperature induced error of the spin-exchange relaxation-free (SERF) co-magnetometer. The fluctuation of ...
Neural Networks, Computer Algorithms Temperature Magnetic Fields
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Drivers of harmful algal blooms in coastal areas of Eastern Mediterranean: a machine learning methodological approach.

Mathematical biosciences and engineering : MBE Jul 28, 2021
Harmful algal species are present in the Mediterranean Sea and are often associated with toxic events affecting the nearby coastal zones. The presence of 18 marine microalgae, at genus level, associated with potentially harmful characteristics was pr...
Machine Learning Temperature Harmful Algal Bloom
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Somatosensory actuator based on stretchable conductive photothermally responsive hydrogel.

Science robotics Apr 7, 2021
Mimicking biological neuromuscular systems' sensory motion requires the unification of sensing and actuation in a singular artificial muscle material, which must not only actuate but also sense their own motions. These functionalities would be of gre...
Aniline Compounds Hydrogels Biomimetics Porosity Light Acrylic Resins Biomimetic Materials Tensile Strength Mechanical Phenomena Artificial Organs Sensation Proof of Concept Study Temperature Animals Robotics Feedback, Sensory Octopodiformes Smart Materials Muscles Electric Conductivity Proprioception
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Collective dynamics in entangled worm and robot blobs.

Proceedings of the National Academy of Sciences of the United States of America Feb 9, 2021
Living systems at all scales aggregate in large numbers for a variety of functions including mating, predation, and survival. The majority of such systems consist of unconnected individuals that collectively flock, school, or swarm. However, some agg...
Taxis Response Volatilization Phototaxis Locomotion Annelida Desiccation Robotics Models, Biological Stress, Physiological Temperature Animals Water Imaging, Three-Dimensional
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Mapping the global potential transmission hotspots for severe fever with thrombocytopenia syndrome by machine learning methods.

Emerging microbes & infections Dec 1, 2020
Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease with increasing spread. Currently SFTS transmission has expanded beyond Asian countries, however, with definitive global extents and risk patterns remained obscure. ...
Adult Humans Animals Male Ixodidae Communicable Diseases, Emerging Global Health Phlebovirus Child, Preschool Thrombocytopenia Middle Aged Bunyaviridae Infections Child Adolescent Aged Disease Vectors Machine Learning Aged, 80 and over Female Young Adult Temperature
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Machine learning prediction on number of patients due to conjunctivitis based on air pollutants: a preliminary study.

European review for medical and pharmacological sciences Oct 1, 2020
OBJECTIVE: A prediction of the number of patients with conjunctivitis plays an important role in providing adequate treatment at the hospital, but such accurate predictive model currently does not exist. The current study sought to use machine learni...
Humans Air Pollutants Conjunctivitis Machine Learning Temperature Environmental Monitoring
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Design, Control, and Simulation of a Neonatal Incubator.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
In this project, a fully functional incubator with precise control with respect to temperature, humidity, and airflow was developed and assessed. In parallel with the development of the incubator, a heuristic simulation was created to test and tune t...
Humidity Incubators, Infant Temperature Fuzzy Logic Respiratory Physiological Phenomena
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An improved least squares SVM with adaptive PSO for the prediction of coal spontaneous combustion.

Mathematical biosciences and engineering : MBE Apr 12, 2019
The problem of coal spontaneous combustion prediction is very complex, and there are many factors that affect the prediction results. In order to solve the issues of high dimension and redundancy among features and limited samples in the prediction o...
Oxygen Consumption Temperature Least-Squares Analysis Fires Support Vector Machine Coal Nonlinear Dynamics Oxygen Software Spontaneous Combustion Algorithms Computer Simulation
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