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Related Concept Videos

Control Volume and System Representations01:16

Control Volume and System Representations

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Two key frameworks are employed to analyze mass, energy, and momentum transfer: the control volume approach and the system approach. These frameworks offer different perspectives, depending on whether the focus is on a specific region in space (control volume approach) or a defined mass of fluid (system approach).
The control volume approach considers a stationary region in space through which fluid flows. This region is bounded by a control surface.  For instance, in the case of water...
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Unsoundness of Aggregate due to Volume Change01:26

Unsoundness of Aggregate due to Volume Change

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Unsoundness in aggregates due to volume changes is primarily caused by the physical alterations aggregates undergo, such as freezing and thawing, thermal changes, and wetting and drying. Unsound aggregates, when subjected to these changes, result in volume change upon disintegration. This, in turn, contributes to the deterioration of concrete, including scaling, pop-outs, and cracking. Particular types of aggregates, such as porous flints, cherts, and those containing clay minerals, are...
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Volume of Distribution01:20

Volume of Distribution

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The apparent volume of distribution (Vd) is a crucial pharmacokinetic parameter representing the hypothetical body fluid volume into which a drug disperses. It is calculated based on the total amount of drug in the body (estimated from the administered dose and bioavailability) divided by the plasma drug concentration. The total amount of drug in the body does not directly refer to the dose given but is derived by accounting for absorption, distribution, metabolism, and excretion processes.
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Visual System01:26

Visual System

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Light enters the eye through the cornea, a transparent, dome-shaped surface covering the surface of the eyeball that helps to direct and focus incoming light. This light is then channeled toward the pupil, an adjustable opening whose size is controlled by the iris. The iris, a pigmented muscle, regulates the amount of light entering the eye by contracting or dilating the pupil, thereby ensuring optimal light levels for clear vision.
Once through the pupil, the light passes through the lens, a...
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A Single-Component System01:24

A Single-Component System

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In the field of chemistry, the terms "component" and "phase" hold significant importance. A component refers to a chemically distinct substance in a system that has specific properties. It is chemically homogeneous, meaning it has the same properties throughout. For example, in a mixture of salt and water, both salt and water are considered separate components because they have different chemical properties.On the other hand, a phase is a form of matter that has a consistent chemical...
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Multiple Pipe Systems01:21

Multiple Pipe Systems

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Multipipe systems consist of complex configurations of interconnected pipes designed to transport fluids efficiently across intricate networks. They are essential in engineering applications requiring precise control over flow distribution, pressure, and head loss. They are categorized into series, parallel, loop, and network configurations, each distinguished by unique flow characteristics and applications.
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Author Spotlight: Streamlining Visual Dynamics to Simplify Molecular Dynamics Simulations Using Gromacs
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Vivaldi: A Domain-Specific Language for Volume Processing and Visualization on Distributed Heterogeneous Systems.

Hyungsuk Choi, Woohyuk Choi, Tran Minh Quan

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    |September 11, 2015
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    Summary
    This summary is machine-generated.

    Vivaldi simplifies high-performance computing for large-scale scientific imaging. This new domain-specific language enables easier volume processing and visualization on GPU clusters for researchers.

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    Area of Science:

    • Scientific Visualization
    • High-Performance Computing
    • Computational Imaging

    Background:

    • Increasingly large image datasets from microscopy and telescopes demand efficient processing and visualization.
    • Affordable high-performance distributed heterogeneous computing systems with many-core processors and GPU accelerators are available.
    • Programming complexity and steep learning curves hinder effective utilization of parallel architectures by novice and experienced programmers.

    Purpose of the Study:

    • To introduce Vivaldi, a novel domain-specific language (DSL) designed for volume processing and visualization.
    • To provide flexible programming tools for non-experts to write high-performance parallel computing code.
    • To facilitate customized visualization and high-throughput image processing on distributed heterogeneous systems.

    Main Methods:

    • Development of Vivaldi, a DSL with Python-like grammar and parallel processing abstractions.
    • Integration of commonly used functions and numerical operators for scientific imaging tasks.
    • Implementation and testing of Vivaldi on diverse applications, including volume rendering and image segmentation.

    Main Results:

    • Vivaldi offers a user-friendly interface for complex parallel programming.
    • The language enables high-throughput processing and visualization of large volumetric data.
    • Demonstrated performance and usability across various scientific imaging applications.

    Conclusions:

    • Vivaldi effectively addresses the challenges of programming distributed heterogeneous computing systems for scientific visualization.
    • The DSL empowers researchers, including non-experts, to leverage advanced computing resources for image analysis.
    • Vivaldi shows significant potential for accelerating scientific discovery through efficient data processing and visualization.