How to use ChatGPT for scientific research?

The complete guide has received 2,000 likes on Zhihu.

This research monk, GPT-4 has been released, are you still doing scientific research purely artificially?

Someone has tested it:

ChatGPT can be used throughout the entire scientific research process, especially for scientific researchers who are non-native English speakers, it can greatly improve the efficiency of daily scientific research work.

Even the leave request letter written to the tutor can be

written in a stylish way.

△From GPT-4

The complete guide has already received 2,000 likes on Zhihu, hurry up and learn together~( There are more recommended salt-eating gadgets at the end of the article)

Paper Collection Assistant

(Original text/Chip Stoic)

Important reminder: ChatGPT may fabricate papers that do not exist, and there is a big gap between the paper database and platforms such as Google Scholar. Please pay attention to screening and cross-validation when using it.

Specify the topic and time range of the paper, and ChatGPT will automatically provide some representative papers. Based on the papers, you can have a general understanding of the related fields. ​

△ChatGPT Search Papers

For example, we let ChatGPT search for articles on spiking neural networks in the past year. As can be seen from the above figure, ChatGPT not only provides representative articles in the field of spiking neural networks in the past year, but also provides methods for further searching for papers, which is very friendly to newbies in scientific research.

Paper Writing and Polishing Assistant

ChatGPT can be used as a powerful paper polishing tool to modify grammar, wording, structure, tone and other aspects.

Here we show the ability of ChatGPT rephrase to rewrite papers, which is much easier to use than Wordtune, Grammarly and other software!

Going one step further, ChatGPT can also be rewritten according to different journal styles. Maybe the paper polishing agency will also be laid off in the future...

Share a useful ChatGPT prompt for rephrase Academic paper:

I want you to act as an academic journal editor. Please rephrase the paragraph from an academic angle based on the writing style of the Nature journal: Paragraph)

Academic Email Writing Assistant

Generally speaking, ChatGPT can play an important supporting role in email communication within the academic circle, especially English emails, as follows Give a few examples.

Learning to Potential Tutors

For students whose native language is not English, sending letters of solicitation to foreign tutors has always been a headache. Generally, after writing an email, you need to revise it repeatedly to ensure that the tone and wording are appropriate.

Now, with the help of ChatGPT, you only need to enter a sentence to generate a sincere and well-structured cover letter. It’s great!

△ChatGPT assists in writing a cover letter

In the example above, the prompt given is a professor's cover letter for undergraduate students to build a large language model at MIT. Magnetic, including the requirement to sell my experience.

In the answer given by ChatGPT, there is a special section to describe your own research experience, which is very useful. In addition, you can also use prompts such as “please make it shorter” to adjust the length.

Send an email to the reviewer to urge the review

Enter Prompt: I am a graduate student. I want to write an email to the reviewer of Nature journal to ask him to accelerate the review process of my submitted paper.

##△ChatGPT assists in writing emails urging reviewers

As can be seen from the answers, ChatGPT Xiaozhi Using emotion and action to reason not only shows that the paper under review is important to you, but also empathizes from the reviewer's perspective, which is really great!

Asking for leave from your tutor

Assume a scenario where you want to go out to play tomorrow, but there is a group meeting. How to send a reasonable and emotional leave request letter to your tutor?

△ChatGPT assists in writing leave requests email

The above is the leave request email template provided by ChatGPT. It gives the reasons and remedies. The tone is tactful. You can use it directly after modifying it. .

Popular Science

"If you can't explain your scientific research project clearly to children, it means that your understanding is not deep enough."

ChatGPT can help us stand from the perspective of the public to understand scientific research concepts and projects.

Imagine a scene. When you go home during the Chinese New Year, your seven aunts, eight aunts, and children ask you what you majored in in college. Are you a little scratched? Hahaha~

Prompt: Please explain brain machine interface to a boy in primary school.

△ChatGPT assists in popularizing science to primary school students

It can be seen that the introduction tone given by ChatGPT is more suitable for the primary school audience, but it is still slightly professional. Therefore, we asked if it could be more humorous: can you make it more humorous?

In a new reply, ChatGPT gave a metaphor for brain-computer interface The blessed humans are compared to Jedi Knights, the defenders of the Galactic Republic in "Star Wars", which is more in line with children's imagination.

Give titles and abbreviations to scientific research papers

A concise and powerful title is crucial to a scientific research paper, and a clear abbreviation is the icing on the cake, and is helpful for paper publication and fund applications. Very helpful.

However, for non-native speakers, it is not easy to have a good title and a good abbreviation. Here we try to use ChatGPT to assist in completing this task.

Prompt: I am writing a scientific paper. Can you help me think a good acronym of the following topic: A New low power Implantable Wireless Brain Machine Interface.

△ChatGPT helps to title and abbreviate the article

In the first round of responses, the answers given by ChatGPT were not practical.

Therefore, we asked it: "ALOWIBMI" is not good. can you find other one with positive meaning?

In the second round of answers, it was given The abbreviation BLISS is very positive!

Personal Programming Assistant

ChatGPT has completely changed the way of developing code and can empower researchers who focus on programming from all aspects.

Understanding open source code

When starting a new project, most students will first look for open source code online as a reference.

However, fully understanding a code created by someone else is not easy, and sometimes even a struggle.

With ChatGPT, understanding open source code becomes much easier. We can simply ask ChatGPT to explain the function of the code and understand it in a short time. We no longer have to waste precious time and energy deciphering poorly written, uncommented code.

Prompt: What does the following code do? [insert code here]

Add comments to the code

ChatGPT can also help us improve the quality and maintainability of our own code .

By requiring it to add comments line by line, we can ensure that our code has correct documentation, making it easier for others to understand and use our code, and can also greatly improve code readability and maintainability.

Prompt: Add comments to the following code [insert code here]

ChatGPT-like scientific research tool

The guide is shared here for the time being. The author also summarizes how to use ChatGPT as a scientific research tool Diary assistant, PPT production assistant, scientific research resume production assistant, AI scientific research assistant methods, if you are interested, please click the original link at the end of the article.

Since the advent of ChatGPT, practical scientific research gadgets based on ChatGPT and similar to ChatGPT have also sprung up like mushrooms after a rain.

For example, when reading a PDF version of a paper, it is not convenient to use the original ChatGPT. You can try these tools:

Humata

The official introduction is for PDF files. GPT. Just drag the paper PDF onto the web page, and you can ask the AI ​​anything related to the paper in the dialog box.

Personal test supports Chinese.

What’s more useful is that Humata will tell you where its answers come from. Following the page numbers marked by it, you can easily check whether the AI ​​is talking nonsense.

However, the free limit is 60 pages of PDF. If you exceed this number, you will have to pay.

ChatPDF

is used in the same way as Humata. Give ChatPDF a PDF document and it will "read through" the full text on its own. You can just ask questions. .

If you don’t know what to ask, it will also give you some warm tips.

Compared with Humata, ChatPDF has more free pages, 120 pages, and is limited to 3 articles per day.

In addition, ChatPDF will not give the source of its answer, so while referring to the answer, be careful when it suddenly starts talking nonsense...

PandaGPT

Like ChatPDF, PandaGPT is connected to the API of ChatGPT.

Functionally, PandaGPT somewhat combines the advantages of Humata and ChatPDF. It can not only provide prompt reference, but also provide page number links in the answer.

The above is the detailed content of How to use ChatGPT for scientific research?. For more information, please follow other related articles on the PHP Chinese website!