AIMC Topic: Volatilization

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Characterize and explore the dynamic changes in the volatility profiles of sauce-flavor baijiu during different rounds by GC-IMS, GC-MS and GC×GC-MS combined with machine learning.

Food research international (Ottawa, Ont.) May 5, 2025
The production process of sauce-flavor baijiu (SFB) involves seven distillations, yielding base baijiu of 7 rounds (RSFB), which are then blended to form the final product. Therefore, the quality of the base baijiu is closely related to the quality o...
Flavoring Agents Volatilization Food Analysis Gas Chromatography-Mass Spectrometry Volatile Organic Compounds Food Handling Taste Machine Learning
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Data-driven, explainable machine learning model for predicting volatile organic compounds' standard vaporization enthalpy.

Chemosphere May 6, 2024
The accurate prediction of standard vaporization enthalpy (ΔH°) for volatile organic compounds (VOCs) is of paramount importance in environmental chemistry, industrial applications and regulatory compliance. To overcome traditional experimental metho...
Machine Learning Algorithms Models, Chemical Volatilization Volatile Organic Compounds Thermodynamics
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Reference evapotranspiration of Brazil modeled with machine learning techniques and remote sensing.

PloS one Feb 9, 2021
Reference evapotranspiration (ETo) is a fundamental parameter for hydrological studies and irrigation management. The Penman-Monteith method is the standard to estimate ETo and requires several meteorological elements. In developing countries, the nu...
Volatilization Reference Standards Hydrology Machine Learning Models, Statistical Remote Sensing Technology Brazil
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Self-limited single nanowire systems combining all-in-one memristive and neuromorphic functionalities.

Nature communications Dec 4, 2018
The ability for artificially reproducing human brain type signals' processing is one of the main challenges in modern information technology, being one of the milestones for developing global communicating networks and artificial intelligence. Electr...
Zinc Oxide Electrodes Nanotechnology Humans Biomimetics Neural Networks, Computer Electronics Models, Neurological Equipment Design Brain Neuronal Plasticity Volatilization Electrochemistry Memory Synapses Nanowires Silver Compounds
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Defining and Predicting Pain Volatility in Users of the Manage My Pain App: Analysis Using Data Mining and Machine Learning Methods.

Journal of medical Internet research Nov 15, 2018
BACKGROUND: Measuring and predicting pain volatility (fluctuation or variability in pain scores over time) can help improve pain management. Perceptions of pain and its consequent disabling effects are often heightened under the conditions of greater...
Mobile Applications Volatilization Humans Disease Management Data Mining Chronic Pain Machine Learning
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Machine Learning of Partial Charges Derived from High-Quality Quantum-Mechanical Calculations.

Journal of chemical information and modeling Mar 7, 2018
Parametrization of small organic molecules for classical molecular dynamics simulations is not trivial. The vastness of the chemical space makes approaches using building blocks challenging. The most common approach is therefore an individual paramet...
Quantum Theory Pharmaceutical Preparations Electrons Machine Learning Thermodynamics Molecular Dynamics Simulation Volatilization Models, Chemical Static Electricity
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Advancing Acoustic Droplet Vaporization for Tissue Characterization Using Quantitative Ultrasound and Transfer Learning.

IEEE transactions on bio-medical engineering Jun 1, 2025
Acoustic droplet vaporization (ADV) is an emerging technique with expanding applications in biomedical ultrasound. ADV-generated bubbles can function as microscale probes that provide insights into the mechanical properties of their surrounding micro...
Humans Deep Learning Ultrasonography Phantoms, Imaging Volatilization Fibrin Image Processing, Computer-Assisted Hydrogels
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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...
Annelida Desiccation Taxis Response Stress, Physiological Locomotion Volatilization Phototaxis Animals Water Robotics Models, Biological Imaging, Three-Dimensional Temperature
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