Research Papers PHD
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Have you ever published a scientific research paper in a scientific journal?
Final Results
28%
Yes ๐Ÿ‘
72%
No ๐Ÿ˜ž
Annotated example of a strong research article.

Good papers donโ€™t try to sound smart
They try to make the science clear

A research paper is a guided tour of your thinking
If readers get lost, the writing needs work

Clarity > complexity. Always.

#AcademicWriting #PhDLife #ResearchTips #ScientificWriting #WriteBetter

https://t.me/DataScienceY ๐ŸŒŸ
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โค5๐Ÿ‘1
โค4
Today, the public mint for Lobsters on TON goes live on Getgems ๐Ÿฆž

This is not just another NFT drop.
In my view, Lobsters is one of the first truly cohesive products at the intersection of blockchain, NFTs, and AI.

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Each Lobster is an NFT with a built-in AI agent inside: a digital character with its own soul, on-chain biography, persistent memory, and a unified identity across Telegram, Mini App, Claude, and API.

So you are not just getting an asset in your wallet.
You are getting an AI-native digital character that can interact, remember, and stay consistent across different interfaces.

What makes this especially interesting is the timing.

In the recent video Pavel Durov shared in his post about agentic bots in Telegram, the lobster imagery was right there. Against that backdrop, Lobsters does not feel like a random mint โ€” it feels like a very precise fit for the new narrative:

Telegram-native agents + TON infrastructure + NFT ownership layer + AI utility

Put simply, this is one of the first real attempts to turn an NFT from โ€œjust an imageโ€ into a digital agent.

Public mint: today, 16:00
Price: 50 TON

๐Ÿ‘‰ Mint your Lobster on Getgems ๐Ÿฆž๐Ÿฆž๐Ÿฆž
โค2
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โค5
PhD Students - Here are the 8 types of research gaps you must know.

1. ๐Š๐ง๐จ๐ฐ๐ฅ๐ž๐๐ ๐ž ๐†๐š๐ฉ
โ†ณ There is no or limited research on your topic.

2. ๐„๐ฏ๐ข๐๐ž๐ง๐œ๐ž ๐†๐š๐ฉ
โ†ณ Your research contradicts existing research

3. ๐Œ๐ž๐ญ๐ก๐จ๐๐จ๐ฅ๐จ๐ ๐ข๐œ๐š๐ฅ ๐†๐š๐ฉ
โ†ณ The existing research methods for your topic are insufficient.

4. ๐„๐ฆ๐ฉ๐ข๐ซ๐ข๐œ๐š๐ฅ ๐†๐š๐ฉ
โ†ณ There is no or limited empirical data for your research topic.

5. ๐๐ซ๐š๐œ๐ญ๐ข๐œ๐š๐ฅ ๐Š๐ง๐จ๐ฐ๐ฅ๐ž๐๐ ๐ž ๐†๐š๐ฉ
โ†ณ There is a disconnect between theory and practice in your topic.

6. ๐“๐ก๐ž๐จ๐ซ๐ž๐ญ๐ข๐œ๐š๐ฅ ๐†๐š๐ฉ
โ†ณ Theoretical explanation for your topic is inadequate.

7. ๐๐จ๐ฉ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง ๐†๐š๐ฉ
โ†ณ Population is not fully or correctly represented in existing research.

8. ๐ƒ๐š๐ญ๐š ๐†๐š๐ฉ
โ†ณ The existing data is insufficient to address the research question.
โค3
๐Ÿ“– Article link: https://lnkd.in/gMjErJBX

In 2017, eight Google researchers published a paper with a bold title: "Attention Is All You Need."
They were right.

That single paper killed RNNs, LSTMs, and decades of sequential processing and gave us the architecture behind ChatGPT, Claude, Gemini, and every major LLM you use today.

Transformers solved two problems that had haunted NLP for years: they parallelize computation (making training massively faster) and they capture long-range dependencies (so the model can connect "the cat" at the start of a paragraph with "it" at the end).

๐Ÿ” Time to open the black box. In this article, you'll learn:
๐Ÿ‘‰ The full Transformer architecture - explained step by step
๐Ÿ‘‰ Self-Attention: how a model decides which words matter to each other
๐Ÿ‘‰ Multi-Head Attention: why one attention isn't enough
๐Ÿ‘‰ Positional Encoding: how Transformers know word order without recurrence ๐Ÿ‘‰ Stacked Attention Layers and the role of the Feedforward Layer
๐Ÿ‘‰ The Encoder-Decoder design that started it all
๐Ÿ“ฝ Video walkthrough: building GPT from scratch

๐Ÿ’ก Interview angle: "Explain the Transformer architecture" is one of the most asked ML interview questions in 2026 , and one of the easiest to answer poorly. Most candidates can name the components. Few can explain why self-attention works, what role positional encoding plays, or how multi-head attention adds expressive power. Knowing the why behind each piece is what gets the offer.

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โค1
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PhD Students - How to create a poster in seconds.

1. Go to https://lnkd.in/dUiMxgrq

2. Paste the abstract or upload your paper

3. At the top, click on portrait abstract

4. Your poster will be created

5. Download and edit it if needed

Anything you would like to add?


#phd #research
โค1๐Ÿ‘1
Here are 10 research and writing tools with exactly when and why to use them:

โ†’ ๐€๐ง๐ฌ๐ฐ๐ž๐ซ๐“๐ก๐ข๐ฌ - when you need cited literature reviews fast
โ†’ ๐๐š๐ฉ๐ž๐ซ๐ฉ๐š๐ฅ - before submitting a manuscript for publication
โ†’ ๐“๐ก๐ž๐ฌ๐ข๐Ÿ๐ฒ - when your thesis structure needs expert feedback
โ†’ ๐‹๐ข๐ง๐ž๐ซ - for deep peer review and complex academic tasks
โ†’ ๐’๐œ๐ข๐’๐ฉ๐š๐œ๐ž - for systematic reviews and chatting with PDFs
โ†’ ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐‘๐š๐›๐›๐ข๐ญ - when mapping literature from seed papers
โ†’ ๐‘๐ž๐ฏ๐ข๐ž๐ฐ-๐ข๐ญ - for AI-powered review of any academic document
โ†’ ๐†๐ฅ๐จ๐›๐š๐ฅ ๐’๐ญ๐ฎ๐๐ฒ ๐‘๐จ๐š๐ - for accurate study abroad guidance
โ†’ ๐๐Ž๐€๐‡ - for life-science and clinical development support
โ†’ ๐๐จ๐ก๐ซ๐ข๐ฎ๐ฆ - free AI to find and analyze papers instantly

This is the cheat sheet I wish I had when I started
โค5
How to defend your PhD thesis - Things to remember

Here are key questions you might face, organised by sections:

๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ญ๐ข๐จ๐ง:

โ€ข What motivated you to do this research?

โ€ข What is your main contribution to knowledge?

โ€ข How does your contribution connect to your research goals?

๐‹๐ข๐ญ๐ž๐ซ๐š๐ญ๐ฎ๐ซ๐ž ๐‘๐ž๐ฏ๐ข๐ž๐ฐ:

โ€ข How did you select or exclude sources?

โ€ข What gaps or challenges exist in the literature?

โ€ข How did you address these gaps?

๐Œ๐ž๐ญ๐ก๐จ๐๐จ๐ฅ๐จ๐ ๐ฒ:

โ€ข What is your understanding of relevant research methods?

โ€ข What other methods did you consider but not use, and why?

โ€ข Why is your chosen method appropriate for this research?

โ€ข How did you develop your research design?

๐ˆ๐ฆ๐ฉ๐š๐œ๐ญ & ๐‹๐ข๐ฆ๐ข๐ญ๐š๐ญ๐ข๐จ๐ง๐ฌ:

โ€ข Who benefits most from your research?

โ€ข What are the main limitations?

โ€ข How do these limitations affect your claims to knowledge?

โ€ข How could you do things differently if starting again?

๐๐จ๐ง๐ฎ๐ฌ ๐๐ฎ๐ž๐ฌ๐ญ๐ข๐จ๐ง:

โ€ข Did you achieve your objectives?

โ€ข Did you answer your main research question?

โ€ข What would you do differently (Novelty)?

#phd
โค6๐Ÿ‘1
Channel photo updated
10 FREE Resources for Writing a PhD Thesis

๐Ÿญ. ๐—ข๐—ฝ๐—ฒ๐—ป ๐—”๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€ ๐—ง๐—ต๐—ฒ๐˜€๐—ฒ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐——๐—ถ๐˜€๐˜€๐—ฒ๐—ฟ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ (๐—ข๐—”๐—ง๐——)
โ†ณ A global database of open-access graduate theses & dissertations
https://oatd.org

๐Ÿฎ. ๐—•๐—ฒ๐˜๐˜๐—ฒ๐—ฟ ๐—ง๐—ต๐—ฒ๐˜€๐—ถ๐˜€
โ†ณ A practical guide that helps you structure and organize your thesis effectively.
http://betterthesis.dk

๐Ÿฏ. ๐—Ÿ๐—ฎ๐—ง๐—ฒ๐—ซ ๐—ง๐—ต๐—ฒ๐˜€๐—ถ๐˜€ ๐—ง๐—ฒ๐—บ๐—ฝ๐—น๐—ฎ๐˜๐—ฒ๐˜€ (๐—ข๐˜ƒ๐—ฒ๐—ฟ๐—น๐—ฒ๐—ฎ๐—ณ)
โ†ณ Free, ready-to-use LaTeX templates for formatting your thesis
https://lnkd.in/dZZiPxP6

๐Ÿฐ. ๐—ง๐—ต๐—ฒ ๐—ฃ๐—ต๐—— ๐—ž๐—ป๐—ผ๐˜„๐—น๐—ฒ๐—ฑ๐—ด๐—ฒ ๐—•๐—ฎ๐˜€๐—ฒ (๐—ง๐—ต๐—ฒ ๐—ฃ๐—ต๐—— ๐—ฃ๐—ฒ๐—ผ๐—ฝ๐—น๐—ฒ)
โ†ณ Structured articles, guides, and resources for every stage of the PhD journey.
https://lnkd.in/dN4rtNcx

๐Ÿฑ. ๐—”๐—ฐ๐—ฎ๐—ฑ๐—ฒ๐—บ๐—ถ๐—ฐ ๐—ฃ๐—ต๐—ฟ๐—ฎ๐˜€๐—ฒ๐—ฏ๐—ฎ๐—ป๐—ธ (๐—จ๐—ป๐—ถ๐˜ƒ๐—ฒ๐—ฟ๐˜€๐—ถ๐˜๐˜† ๐—ผ๐—ณ ๐— ๐—ฎ๐—ป๐—ฐ๐—ต๐—ฒ๐˜€๐˜๐—ฒ๐—ฟ)
โ†ณ A collection of academic phrases to structure arguments and improve clarity.
https://lnkd.in/dd_WPYq2

๐Ÿฒ. ๐—ฃ๐˜‚๐—ฟ๐—ฑ๐˜‚๐—ฒ ๐—ข๐—ช๐—Ÿ (๐—ง๐—ต๐—ฒ๐˜€๐—ถ๐˜€ & ๐——๐—ถ๐˜€๐˜€๐—ฒ๐—ฟ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ช๐—ฟ๐—ถ๐˜๐—ถ๐—ป๐—ด)
โ†ณ Comprehensive graduate writing support covering structure, style, and citations.
https://lnkd.in/dgWH2azB

๐Ÿณ. ๐— ๐—œ๐—ง ๐—ข๐—ฝ๐—ฒ๐—ป๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐—ช๐—ฎ๐—ฟ๐—ฒ (๐—ง๐—ต๐—ฒ๐˜€๐—ถ๐˜€ ๐—ช๐—ฟ๐—ถ๐˜๐—ถ๐—ป๐—ด ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€)
โ†ณ Free MIT guides, templates, and resources on academic writing.
https://lnkd.in/dKuqvbYs

๐Ÿด. ๐—ฃ๐—ต๐—— ๐—ง๐—ผ๐—ผ๐—น๐—ธ๐—ถ๐˜ (๐—œ๐—ง๐—ต๐—ถ๐—ป๐—ธ๐—ช๐—ฒ๐—น๐—น)
โ†ณ Free planning tools and templates to help manage your PhD project.
https://lnkd.in/dapEZt9B

๐Ÿต. ๐—›๐—ฒ๐—บ๐—ถ๐—ป๐—ด๐˜„๐—ฎ๐˜† ๐—˜๐—ฑ๐—ถ๐˜๐—ผ๐—ฟ
โ†ณ A free tool that checks readability, clarity, and sentence structure.
https://hemingwayapp.com

๐Ÿญ๐Ÿฌ. ๐—ฃ๐—ฎ๐—ฝ๐—ฒ๐—ฟ๐—ฝ๐—ฎ๐—น ๐—ฃ๐—น๐—ฎ๐—ด๐—ถ๐—ฎ๐—ฟ๐—ถ๐˜€๐—บ ๐—–๐—ต๐—ฒ๐—ฐ๐—ธ๐—ฒ๐—ฟ
โ†ณ Check up to 7,000 words every month for free against research papers & web sources.
https://bit.ly/3ZriVHI
โค4
We offer assistance in preparing Master's and PhD theses, providing scientific and literary consulting and review, and other services. ๐Ÿง‘โ€๐ŸŽ“๐Ÿ“š

Contact the team manager: (Provide us with as much information as possible about your problem or research) โœ‰๏ธ๐Ÿ”

@Omidyzd62
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PhD Students - Do this and it will 10x the chances of your manuscript acceptance.

1. Go to https://thesify.ai
2. Upload your manuscript
3. Get feedback on your manuscript

This feedback contains

- What is good in your manuscript?
- What can be improved in your manuscript?
- How to improve your manuscript?
- Which journal to submit your manuscript to?

Incorporate the feedback and then submit your manuscript.

#Thesify follows strict European data protection laws.

#phd #research #manuscript #review
โค5