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相关概念视频

Frost Action on Concrete01:27

Frost Action on Concrete

400
Concrete structures in cold climates, such as those along roadsides, can retain moisture. This moisture makes them susceptible to frost-related damage when temperatures fall below freezing. Adding moisture worsens the damage during temperature fluctuations, leading to repeated freezing and thawing. De-icing salts, spread over these structures to melt ice, add to the freeze-thaw cycle, and draw even more moisture into the concrete.
This freeze-thaw cycle primarily causes surface scaling, where...
400
Phase Transitions: Melting and Freezing02:39

Phase Transitions: Melting and Freezing

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Heating a crystalline solid increases the average energy of its atoms, molecules, or ions, and the solid gets hotter. At some point, the added energy becomes large enough to partially overcome the forces holding the molecules or ions of the solid in their fixed positions, and the solid begins the process of transitioning to the liquid state or melting. At this point, the temperature of the solid stops rising, despite the continual input of heat, and it remains constant until all of the solid is...
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Frost Resistant Concrete01:29

Frost Resistant Concrete

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Concrete's susceptibility to frost damage during freeze-thaw cycles demands strategic measures to enhance its frost resistance. Employing techniques like air entrainment, adjusting the water-cement ratio, proper curing, and selecting appropriate aggregates are essential.
Introducing microscopic air bubbles into the concrete mix through air entrainment creates small voids that accommodate ice expansion, thereby reducing internal pressures and preventing cracking. The optimal amount of...
372
Microcracking in Concrete01:20

Microcracking in Concrete

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Microcracking in concrete refers to the tiny cracks that can form within the material even before any external load is applied. These microcracks typically occur at the interface between the coarse aggregate and the hydrated cement paste, often as a result of differential volume changes prompted by variations in stress-strain behavior, as well as thermal and moisture movement. Initially, these microcracks remain stable and do not grow substantially until the concrete is stressed to about 30...
437
Precipitation Processes01:12

Precipitation Processes

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The experimental conditions in a gravimetric analysis should be optimized to maximize the particle size and purity of the obtained precipitate. Ideally, the concentration of the precipitating reagent should be low with effective stirring to maintain low relative supersaturation for the growth of large crystals. In homogeneous precipitation, the precipitant is slowly generated by a chemical reaction in the solution to avoid local reagent excesses. For example, urea decomposes gradually to...
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Chunking01:12

Chunking

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Chunking is a powerful cognitive technique that improves short-term memory retention by organizing information into smaller, more manageable units. The brain, limited by working memory capacity, can more easily process and store information when it is divided into "chunks" rather than presented as discrete, unrelated elements. Chunking is especially useful when dealing with large amounts of information, such as numerical sequences, words, or complex ideas.
The principle behind chunking...
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相关实验视频

Updated: Jan 16, 2026

Microhoneycomb Monoliths Prepared by the Unidirectional Freeze-drying of Cellulose Nanofiber Based Sols: Method and Extensions
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Microhoneycomb Monoliths Prepared by the Unidirectional Freeze-drying of Cellulose Nanofiber Based Sols: Method and Extensions

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展望未来:通过逐渐解位来进行深度增量哈希.

Qinghang Su1, Dayan Wu2, Chenming Wu3

  • 1Institute of Information Engineering, Chinese Academy of Sciences, Beijing, 100084, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, 100049, China; Key Laboratory of Cyberspace Security Defense, Beijing, 100084, China.

Neural networks : the official journal of the International Neural Network Society
|September 26, 2025
PubMed
概括

比特解深度增量哈希 (BDIH) 通过最初结哈希位来为新数据类保留空间. 这在长期增量学习中提高了检索准确度和存储效率.

关键词:
比特解机制可以解.深度增量散列处理 (Deep Incremental Hashing) 是一种深度散列的方法.前向兼容性 在前向兼容性基于哈希的图像检索.

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Flash-and-Freeze: A Novel Technique to Capture Membrane Dynamics with Electron Microscopy
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A Microfluidic Approach for the Study of Ice and Clathrate Hydrate Crystallization
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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:

  • 由于固定的代码长度,深度增量哈希方法在容纳新类时面临限制.
  • 现有的方法在计算和存储方面效率低下,特别是在早期的学习课程中,课程很少.

研究的目的:

  • 引入比特解深度增量哈希 (BDIH) 来解决现有的增量哈希技术的局限性.
  • 为了能够有效地容纳新的类,同时保持现有类的性能和提高效率.

主要方法:

  • 提出一个位解代码学习框架,其中包括位解中心生成和基于中心的代码学习.
  • 在初始会话中通过结哈希位将类映射到小子空间中,并在随后的会话中通过解位逐渐扩展子空间.
  • 学习由哈希中心指导的全球歧视性哈希代码,同时保持向后兼容性.

主要成果:

  • 在使用更少的位数的旧类上,BDIH 实现了可比的性能,为新类保留了更多的空间.
  • 该方法在长序增量学习中的现有方法相比,显示出更高的检索精度和存储效率.
  • 成功地为未来的类扩展预留足够的空间,而不会影响现有类的性能.

结论:

  • BDIH有效地解决了在深度增量散列中容纳新类的挑战.
  • 拟议的位解策略为增量学习场景提供了更有效和可扩展的解决方案.
  • 在长期增量学习中,BDIH显著提高了检索精度和存储效率.