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Emission Spectra02:39

Emission Spectra

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When solids, liquids, or condensed gases are heated sufficiently, they radiate some of the excess energy as light. Photons produced in this manner have a range of energies, and thereby produce a continuous spectrum in which an unbroken series of wavelengths is present.
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Generating Electromagnetic Radiations01:10

Generating Electromagnetic Radiations

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The German physicist Heinrich Hertz (1857–1894) was the first to generate and detect certain types of electromagnetic waves in the laboratory. Starting in 1887, he performed a series of experiments that confirmed the existence of electromagnetic waves and verified that they travel at the speed of light. Hertz used an alternating-current RLC (resistor-inductor-capacitor) circuit that resonated at a known frequency and connected it to a loop of wire. High voltages induced across the gap in...
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Ultraviolet and Visible (UV–Vis) Spectroscopy: Overview01:02

Ultraviolet and Visible (UV–Vis) Spectroscopy: Overview

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Ultraviolet–visible (UV–visible or UV–Vis) spectroscopy is an analytical technique that investigates the interaction between matter and UV–Vis light within the electromagnetic spectrum. This method is widely used for its versatility, simplicity, and relatively quick data acquisition, making it valuable for both qualitative and quantitative analysis. When UV–Vis radiation passes through a material,  molecules absorb light depending on the energy required for...
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UV–Vis Spectroscopy: Molecular Electronic Transitions01:16

UV–Vis Spectroscopy: Molecular Electronic Transitions

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In Ultraviolet–Visible (UV–Vis) spectroscopy, the absorption of electromagnetic radiation is used to probe the electronic structure of molecules. This technique provides insights into molecular electronic transitions, particularly the movement of electrons between different molecular orbitals. Radiation is absorbed if the energy of the electromagnetic radiation passing through the molecule is precisely equal to the energy difference between the excited and ground states. During this...
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Molecular Spectroscopy: Absorption and Emission01:14

Molecular Spectroscopy: Absorption and Emission

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Molecules possess discrete energy levels called quantum states. Unlike atoms, which have simpler energy levels, molecules possess additional rotational and vibrational energy levels.  Each energy level is separated by an energy gap, with the gaps between adjacent electronic, vibrational, and rotational levels varying significantly. The three types of energy levels in a diatomic molecule are shown in Figure 1.
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Interaction of EM Radiation with Matter: Spectroscopy01:12

Interaction of EM Radiation with Matter: Spectroscopy

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Electromagnetic (EM) radiation can be considered an oscillating electric and magnetic field propagating through a medium that can interact with matter in its path. The electric field in the radiation can interact with electrical charges in the atoms or molecules in the matter. On the other hand, the magnetic field can interact with the magnetic field in the atomic nucleus. The study of the interaction between electromagnetic radiation and matter is termed spectroscopy. Spectroscopy is the study...
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相关实验视频

Updated: Jul 19, 2025

Demonstration of Equal-Intensity Beam Generation by Dielectric Metasurfaces
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与生成-消除框架相关联的超地表面光谱.

Jieting Chen1,2,3, Chao Qian4,5,6, Jie Zhang1,2,3

  • 1ZJU-UIUC Institute, Interdisciplinary Center for Quantum Information, State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang University, 310027, Hangzhou, China.

Nature communications
|August 12, 2023
PubMed
概括

本研究引入了一种新的光谱对光谱设计框架,用于推断光学反应. 该方法准确地预测了不可访问的光谱,证明了它对各种应用的潜力.

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科学领域:

  • 光学和光子学 在光学和光子学.
  • 材料科学 材料科学 材料科学
  • 人工智能的人工智能

背景情况:

  • 从相关的光学数据中推断光学反应对于生物成像和材料分析等应用至关重要.
  • 光谱对光谱设计与前向和反向问题不同,由于复杂的许多对许多对应,因此面临挑战.
  • 目前用于光学响应预测的方法有限,需要新的方法.

研究的目的:

  • 开发一种用于光谱对光谱光学响应推断的新框架.
  • 解决光学光谱相关性中许多对许多对应的挑战.
  • 为了证明该框架在使用太赫兹元表面预测不可访问的光谱方面的能力.

主要方法:

  • 提出了一个具有随机抽样能力的生成消除框架.
  • 该框架自动生成多样化的候选人,并消除劣质的候选人.
  • 使用缩小维度来可视化光谱数据的潜空间表示.

主要成果:

  • 拟议的框架在预测太赫兹超表面不可访问的反射光谱方面实现了98.77%的准确性.
  • 该方法在没有结构信息的情况下,成功地将不同频率范围的反射光谱关联起来.
  • 缩小维度方法为深度学习模型的处理提供了可解释的见解.

结论:

  • 开发的生成消除框架为光谱对光谱光学响应推断提供了一个强大的解决方案.
  • 这种方法为复杂的物理过程中的深度学习提供了可解释的观点.
  • 这些发现促进了需要交叉波长信息相关性的多功能应用.