AIMC Topic: Porosity

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Bridging nano- and microscale X-ray tomography for battery research by leveraging artificial intelligence.

Nature nanotechnology Apr 12, 2022
X-ray computed tomography (CT) is a non-destructive imaging technique in which contrast originates from the materials' absorption coefficient. The recent development of laboratory nanoscale CT (nano-CT) systems has pushed the spatial resolution for b...
Porosity Electrodes Tomography, X-Ray Computed Artificial Intelligence
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Machine learning to predict effective reaction rates in 3D porous media from pore structural features.

Scientific reports Mar 31, 2022
Large discrepancies between well-mixed reaction rates and effective reactions rates estimated under fluid flow conditions have been a major issue for predicting reactive transport in porous media systems. In this study, we introduce a framework that ...
Porosity Culture Media Models, Theoretical Machine Learning
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Prediction of the performance of pre-packed purification columns through machine learning.

Journal of separation science Mar 20, 2022
Pre-packed columns have been increasingly used in process development and biomanufacturing thanks to their ease of use and consistency. Traditionally, packing quality is predicted through rate models, which require extensive calibration efforts throu...
Kinetics Machine Learning Porosity Particle Size
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Soft Capacitive Pressure Sensors: Trends, Challenges, and Perspectives.

ACS nano Mar 9, 2022
Soft pressure sensors are critical components of e-skins, which are playing an increasingly significant role in two burgeoning fields: soft robotics and bioelectronics. Capacitive pressure sensors (CPS) are popular given their mechanical flexibility,...
Humans Porosity Skin Robotics Wearable Electronic Devices
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Generative machine learning algorithm for lattice structures with superior mechanical properties.

Materials horizons Mar 7, 2022
Lattice structures are typically made up of a crisscross pattern of beam elements, allowing engineers to distribute material in a more structurally effective way. However, a main challenge in the design of lattice structures is a trade-off between th...
Pressure Weight-Bearing Porosity Algorithms Machine Learning
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Modeling of the dynamics of vascular embolization by using porous media for the design of injection robots of embolic agents.

Medical engineering & physics Feb 11, 2022
Embolization is the prevailing therapy for tumor-targeting, anti-organ hyperfunction, and hemostasis. However, the injection of embolic agents largely depends on the experiences of doctors as assisted by X-ray, which will negate the health of the doc...
Arteries Injections Embolization, Therapeutic Rabbits Animals Porosity Robotics
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Large-Area Pixelized Optoelectronic Neuromorphic Devices with Multispectral Light-Modulated Bidirectional Synaptic Circuits.

Advanced materials (Deerfield Beach, Fla.) Sep 22, 2021
The complete hardware implementation of an optoelectronic neuromorphic computing system is considered as one of the most promising solutions to realize energy-efficient artificial intelligence. Here, a fully light-driven and scalable optoelectronic n...
Indium Electricity Zinc Oxide Cadmium Compounds Gallium Sulfides Transistors, Electronic Artificial Intelligence Light Porosity
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Materials Precursor Score: Modeling Chemists' Intuition for the Synthetic Accessibility of Porous Organic Cage Precursors.

Journal of chemical information and modeling Aug 13, 2021
Computation is increasingly being used to try to accelerate the discovery of new materials. One specific example of this is porous molecular materials, specifically porous organic cages, where the porosity of the materials predominantly comes from th...
Machine Learning Chemistry Techniques, Synthetic Porosity Intuition
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Artificial intelligence applications in implant dentistry: A systematic review.

The Journal of prosthetic dentistry Jun 16, 2021
STATEMENT OF PROBLEM: Artificial intelligence (AI) applications are growing in dental implant procedures. The current expansion and performance of AI models in implant dentistry applications have not yet been systematically documented and analyzed.
Dental Implantation, Endosseous Dental Implants Humans Porosity Artificial Intelligence
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Intelligent Prediction for Rock Porosity While Drilling Complex Lithology in Real Time.

Computational intelligence and neuroscience Jun 14, 2021
Rock porosity is an important parameter for the formation evaluation, reservoir modeling, and petroleum reserve estimation. The conventional methods for determining the rock porosity are considered costly and time-consuming operations during the well...
Porosity Machine Learning Rotation
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