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相关概念视频

Collisions in Multiple Dimensions: Problem Solving01:06

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In multiple dimensions, the conservation of momentum applies in each direction independently. Hence, to solve collisions in multiple dimensions, we should write down the momentum conservation in each direction separately. To help understand collisions in multiple dimensions, consider an example.
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
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Aggregates Classification01:29

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Aggregate classification is generally based on its size, petrographic characteristics, weight, and source. Size classification ranges from coarse to fine aggregates, defined by the size of the particles. Coarse aggregates are particles that do not pass through ASTM sieve No. 4, and aggregates that pass through the sieve are fine aggregates.
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
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Electrocyclic reactions, cycloadditions, and sigmatropic rearrangements are concerted pericyclic reactions that proceed via a cyclic transition state. These reactions are stereospecific and regioselective. The stereochemistry of the products depends on the symmetry characteristics of the interacting orbitals and the reaction conditions. Accordingly, pericyclic reactions are classified as either symmetry-allowed or symmetry-forbidden. Woodward and Hoffmann presented the selection criteria for...
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It is far more common for collisions to occur in two dimensions; that is, the initial velocity vectors are neither parallel nor antiparallel to each other. Let's see what complications arise from this. The first idea is that momentum is a vector. Like all vectors, it can be expressed as a sum of perpendicular components (usually, though not always, an x-component and a y-component, and a z-component if necessary). Thus, when the statement of conservation of momentum is written for a...
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Force Classification01:22

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Forces play a crucial role in the study of physics and engineering. They are essential in describing the motion, behavior, and equilibrium of objects in the physical world. Forces can be classified based on their origin, type, and direction of action.
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Gregor Mendel's work (1822 - 1884) was primarily focused on pea plants. Through his initial experiments, he determined that every gene in a diploid cell has two variants called alleles inherited from each parent. He suggested that amongst these two alleles, one allele is dominant in character and the other recessive. The combination of alleles determines the phenotype of a gene in an organism.
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储备适应:开放式域名适应采矿类间关系的开放式域名适应

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    此摘要是机器生成的。

    这项研究引入了开放式域调整 (OSDA) 的新方法,通过为未知类保留嵌入空间,提高模型调整的准确性. 该方法利用源域的类间关系来增强目标域的类分离.

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    科学领域:

    • 计算机科学 计算机科学
    • 机器学习 机器学习
    • 人工智能的人工智能

    背景情况:

    • 开放式域调整 (OSDA) 解决了目标域中未知类的模型调整挑战.
    • 现有的OSDA方法经常与未知的类的负转移相斗争.
    • 一个关键的挑战是有效地处理未知的类,而不会影响已知的类性能.

    研究的目的:

    • 提出一种新的OSDA方法,为未知类保留嵌入空间.
    • 利用源域类间关系来改善目标域的适应性.
    • 为了减轻OSDA中未知的类所造成的负转移.

    主要方法:

    • 为未知类保留嵌入间的空间,而不是将它们视为单个实体.
    • 收紧已知的类表示,并在源域中扩大类间边缘.
    • 在源域中学习软标签原型,以区分目标域中的已知和未知样本.
    • 代地应用这些步骤,以相互增强空间预订和未知样本歧视.

    主要成果:

    • 在标准的OSDA数据集上取得了最先进的结果:Office-31,Office-Home,VisDA和ImageCLEF.
    • 证明了为未知类保留嵌入空间的有效性.
    • 提供分析以了解拟议方法的行为和好处.

    结论:

    • 拟议的方法通过利用源域知识,有效地为未知类保留空间.
    • 这种方法通过避免负转移来改善开放场景中的模型适应性.
    • 这些发现为处理域调整中未知的类提供了新的视角.