<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Raman Spectroscopy |</title><link>https://example.com/tags/raman-spectroscopy/</link><atom:link href="https://example.com/tags/raman-spectroscopy/index.xml" rel="self" type="application/rss+xml"/><description>Raman Spectroscopy</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Fri, 25 Apr 2025 00:00:00 +0000</lastBuildDate><image><url>https://example.com/media/icon_hu_702a800cd775dbac.png</url><title>Raman Spectroscopy</title><link>https://example.com/tags/raman-spectroscopy/</link></image><item><title>👩🏼‍🏫 Blog Post - Materials Characterization Series; Raman Spectroscopy</title><link>https://example.com/blog/teach-courses/</link><pubDate>Fri, 25 Apr 2025 00:00:00 +0000</pubDate><guid>https://example.com/blog/teach-courses/</guid><description>&lt;h2 id="the-first-time-i-saw-a-raman-spectrum"&gt;The First Time I Saw a Raman Spectrum&lt;/h2&gt;
&lt;p&gt;During my Ph.D. research, I spent many hours working with different nanomaterials, including &lt;strong&gt;graphene, nitrogen-doped graphene, metal–organic frameworks (MOFs), N-G/MOF composites, and phase change materials (PCMs).&lt;/strong&gt; Among the many characterization techniques I used, &lt;strong&gt;Raman spectroscopy always felt special.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;I still remember the excitement when I collected my first Raman spectrum of a Nitrogen-doped Graphene catalyst. After focusing the laser onto the sample and running the scan, a set of peaks appeared on the screen. These peaks were not just random signals—they were the fingerprints of the material’s atomic structure.&lt;/p&gt;
&lt;p&gt;What fascinated me the most was the idea behind these peaks.&lt;/p&gt;
&lt;p&gt;They appear because of &lt;strong&gt;phonons&lt;/strong&gt;, which are the &lt;strong&gt;quantized vibrations of atoms in a crystal lattice&lt;/strong&gt;. In other words, the atoms inside the material are vibrating, and the laser light interacts with those vibrations. The spectrum we observe is essentially &lt;strong&gt;a conversation between light and atomic motion.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;At that moment, it almost felt mysterious—like seeing something invisible suddenly reveal itself - A ghost!! Ha ha &amp;hellip; &amp;hellip;&lt;/p&gt;
&lt;p&gt;By the way, let&amp;rsquo;s have a deep dive into the fundamentals at this point.&lt;/p&gt;
&lt;h2 id="light-energy-and-vibrations"&gt;Light, Energy, and Vibrations&lt;/h2&gt;
&lt;p&gt;To understand Raman spectroscopy, we need to think about how light interacts with matter.&lt;/p&gt;
&lt;p&gt;When a monochromatic laser beam hits a material, most of the photons are scattered without losing energy. This is called &lt;strong&gt;Rayleigh scattering&lt;/strong&gt;. However, a very small fraction of the light interacts with the vibrational energy of the atoms in the material.&lt;/p&gt;
&lt;p&gt;During this interaction, the scattered photon may:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Lose energy to the lattice vibration (Stokes scattering), or&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Gain energy from an already excited vibration (anti-Stokes scattering).&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The energy difference between the incoming and scattered light corresponds exactly to the &lt;strong&gt;vibrational modes of the material&lt;/strong&gt;. These energy differences appear as &lt;strong&gt;peaks in the Raman spectrum.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;When I first learned this, I was amazed: the peaks I saw on the computer screen were actually signatures of atomic vibrations occurring inside the material.&lt;/p&gt;
&lt;h2 id="why-graphene-raman-spectra-are-so-special"&gt;Why Graphene Raman Spectra Are So Special&lt;/h2&gt;
&lt;p&gt;Graphene is one of the most fascinating materials to study with Raman spectroscopy because its spectrum reveals a lot about its structure.&lt;/p&gt;
&lt;p&gt;A typical graphene Raman spectrum contains several important peaks, including:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;&lt;strong&gt;G peak (~1580 cm⁻¹)&lt;/strong&gt;
This peak corresponds to the in-plane vibration of sp² carbon atoms.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;strong&gt;D peak (~1350 cm⁻¹)&lt;/strong&gt;
This peak appears when defects are present in the graphene structure.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;strong&gt;2D peak (~2700 cm⁻¹)&lt;/strong&gt;
This peak is related to second-order phonon scattering and provides information about the number of graphene layers.&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Each peak tells a story about the material. By analyzing these peaks, we can learn about:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Structural defects&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Degree of graphitization&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Layer thickness&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Doping effects&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Structural disorder&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;For a researcher working with graphene-based materials, Raman spectroscopy becomes almost like a &lt;strong&gt;diagnostic tool for the atomic structure.&lt;/strong&gt;&lt;/p&gt;
&lt;h2 id="watching-the-structure-change"&gt;Watching the Structure Change&lt;/h2&gt;
&lt;p&gt;During my experiments, I collected Raman spectra for many materials:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Graphene oxide (GO)&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Nitrogen-doped graphene (N-G)&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Metal–organic frameworks (MOFs)&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;N-G/MOF composite catalysts&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Nanomaterial-enhanced phase change materials (PCMs)&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Each material had its own spectral signature.&lt;/p&gt;
&lt;p&gt;For example, when nitrogen atoms were incorporated into the graphene lattice, the &lt;strong&gt;D/G intensity ratio often changed,&lt;/strong&gt; reflecting increased defects or modified bonding structures. When graphene was integrated with MOFs, additional structural effects could be observed.&lt;/p&gt;
&lt;p&gt;These spectral changes helped us understand how synthesis processes—such as &lt;strong&gt;ball milling, thermal treatment, or chemical functionalization&lt;/strong&gt; altered the material structure.&lt;/p&gt;
&lt;p&gt;In this way, Raman spectroscopy allowed us to translate spectral peaks into structural insights.&lt;/p&gt;
&lt;h2 id="my-personal-reflection"&gt;My Personal Reflection&lt;/h2&gt;
&lt;p&gt;One of the things I enjoy most about Raman spectroscopy is how it connects &lt;strong&gt;abstract physics with real materials.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;The peaks we see on a Raman spectrum are not just data points. They represent &lt;strong&gt;quantized vibrations of atoms,&lt;/strong&gt; something that cannot be seen directly but can be detected through careful measurement.&lt;/p&gt;
&lt;p&gt;Sometimes, when I was running Raman scans late in the lab, watching those peaks appear on the screen felt almost magical. The idea that a laser beam could probe atomic vibrations and reveal structural information made me appreciate how powerful modern scientific tools are.&lt;/p&gt;
&lt;p&gt;What initially seemed mysterious gradually became understandable through physics, chemistry, and careful analysis.&lt;/p&gt;
&lt;h2 id="why-raman-spectroscopy-matters"&gt;Why Raman Spectroscopy Matters&lt;/h2&gt;
&lt;p&gt;Raman spectroscopy is widely used in materials science because it provides:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Non-destructive structural characterization&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Fast measurement with minimal sample preparation&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Detailed information about chemical bonding and crystal structure&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;For graphene-based materials and nanocatalysts, Raman spectroscopy plays a crucial role in understanding structure–property relationships, which ultimately influence performance in applications such as:&lt;/p&gt;
&lt;p&gt;Fuel cells, Batteries, Catalysts, Thermal storage materials, Electronic devices, etc.&lt;/p&gt;
&lt;h2 id="thoughts"&gt;Thoughts&lt;/h2&gt;
&lt;p&gt;Looking back, Raman spectroscopy was one of the most fascinating tools I used during my Ph.D. research. It allowed me to explore the &lt;strong&gt;vibrational world of atoms&lt;/strong&gt; and understand how small structural changes can dramatically influence material behavior.&lt;/p&gt;
&lt;p&gt;Every Raman spectrum I collected was more than just a graph—it was a window into the &lt;strong&gt;hidden dynamics of atoms and bonds inside the material.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;And sometimes, seeing those peaks appear still feels a little like watching the invisible become visible.&lt;/p&gt;
&lt;!--
## Citation
Here's an example of citing a publication using the cite shortcode:
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&lt;i class="far fa-file-alt pub-icon" aria-hidden="true"&gt;&lt;/i&gt;
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&lt;/span&gt;, &lt;span &gt;&lt;a href=""&gt;Yudong Wang&lt;/a&gt;&lt;/span&gt;, &lt;span &gt;&lt;a href=""&gt;Xiao Tong&lt;/a&gt;&lt;/span&gt;, &lt;span &gt;&lt;a href=""&gt;Eon Soo Lee&lt;/a&gt;&lt;/span&gt;
&lt;/span&gt;
(2025).
&lt;a href="https://example.com/publications/preprint/" class="underline"&gt;Chemical Changes from N-doped Graphene and Metal-organic Frameworks to N-G/MOF Composites for Improved Electrocatalytic Activity&lt;/a&gt;.
Carbon, Volume 232, 15 January 2025, 119816.
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Link
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&lt;i class="far fa-file-alt pub-icon" aria-hidden="true"&gt;&lt;/i&gt;
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&lt;/span&gt;, &lt;span &gt;&lt;a href=""&gt;Yudong Wang&lt;/a&gt;&lt;/span&gt;, &lt;span &gt;&lt;a href=""&gt;Bharath Babu Nunna&lt;/a&gt;&lt;/span&gt;, &lt;span &gt;&lt;a href=""&gt;Xiao Tong&lt;/a&gt;&lt;/span&gt;, &lt;span &gt;&lt;a href=""&gt;Eon Soo Lee&lt;/a&gt;&lt;/span&gt;
&lt;/span&gt;
(2024).
&lt;a href="https://example.com/publications/conference-paper/" class="underline"&gt;An investigation on the structural stability of ZIF-8 in water versus water-derived oxidative species in aqueous environment&lt;/a&gt;.
Microporous and Mesoporous Materials, Volume 366, 15 February 2024, 112934.
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DOI
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&lt;/div&gt;
## Video
Teach your course by sharing videos with your students. Choose from one of the following approaches:
**Youtube**:
{{&lt; youtube D2vj0WcvH5c &gt;}}
&lt;div style="position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden;"&gt;
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&lt;/div&gt;
**Bilibili**:
{{&lt; bilibili BV1WV4y1r7DF &gt;}}
**Video file**
Videos may be added to a page by either placing them in your `assets/media/` media library or in your [page's folder](https://gohugo.io/content-management/page-bundles/), and then embedding them with the _video_ shortcode:
{{&lt; video src="my_video.mp4" controls="yes" &gt;}}
## Podcast
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{{&lt; audio src="ambient-piano.mp3" &gt;}}
Try it out:
&lt;audio controls &gt;
&lt;source src="https://example.com/blog/teach-courses/ambient-piano.mp3" type="audio/mpeg"&gt;
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## Test students
Provide a simple yet fun self-assessment by revealing the solutions to challenges with the `spoiler` shortcode:
```markdown
{{&lt; spoiler text="👉 Click to view the solution" &gt;}}
You found me!
{{&lt; /spoiler &gt;}}
```
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&lt;div class="rounded-lg bg-neutral-50 dark:bg-neutral-800 p-2"&gt;
You found me 🎉
&lt;/div&gt;
&lt;/details&gt;
## Math
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```yaml
features:
math:
enable: true
```
To render _inline_ or _block_ math, wrap your LaTeX math with `$...$` or `$$...$$`, respectively.
Example **math block**:
```latex
$$
\gamma_{n} = \frac{ \left | \left (\mathbf x_{n} - \mathbf x_{n-1} \right )^T \left [\nabla F (\mathbf x_{n}) - \nabla F (\mathbf x_{n-1}) \right ] \right |}{\left \|\nabla F(\mathbf{x}_{n}) - \nabla F(\mathbf{x}_{n-1}) \right \|^2}
$$
```
renders as
$$\gamma_{n} = \frac{ \left | \left (\mathbf x_{n} - \mathbf x_{n-1} \right )^T \left [\nabla F (\mathbf x_{n}) - \nabla F (\mathbf x_{n-1}) \right ] \right |}{\left \|\nabla F(\mathbf{x}_{n}) - \nabla F(\mathbf{x}_{n-1}) \right \|^2}$$
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Example **multi-line math** using the math linebreak (`\\`):
```latex
$$f(k;p_{0}^{*}) = \begin{cases}p_{0}^{*} &amp; \text{if }k=1, \\
1-p_{0}^{*} &amp; \text{if }k=0.\end{cases}$$
```
renders as
$$
f(k;p_{0}^{*}) = \begin{cases}p_{0}^{*} &amp; \text{if }k=1, \\
1-p_{0}^{*} &amp; \text{if }k=0.\end{cases}
$$
## Code
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```python
import pandas as pd
data = pd.read_csv("data.csv")
data.head()
```
renders as
```python
import pandas as pd
data = pd.read_csv("data.csv")
data.head()
```
## Inline Images
```go
{{&lt; icon name="python" &gt;}} Python
```
renders as
&lt;span class="inline-block pr-1"&gt;
&lt;span style="height: 1em; transform: translateY(0.1em);"&gt;python&lt;/span&gt;
&lt;/span&gt; Python
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