Notebook or My Personal Learning Network

🔬 AI Tools for Research & Review Article Writing

AI can significantly accelerate research, but the researcher must remain responsible for scientific judgment, originality, accuracy, and integrity.

A practical workflow is

🔹 Research Question & Planning: ChatGPT, Claude, Gemini, Perplexity
🔹 Literature Discovery: Scopus, Web of Science, Google Scholar, Semantic Scholar, OpenAlex
🔹 Related Paper Discovery: ResearchRabbit, Connected Papers, Litmaps, Lens
🔹 Literature Screening & Synthesis: Elicit, Consensus, Scite, SciSpace
🔹 Reference Management: Zotero, Mendeley, EndNote
🔹 Bibliometric Analysis: VOSviewer, Bibliometrix/Biblioshiny, R, Python
🔹 Article Drafting & Refinement: ChatGPT, Claude, Gemini, Copilot
🔹 Academic Language Editing: Grammarly, Paperpal, Writefull, LanguageTool
🔹 Figures & Visualization: BioRender, Canva, PowerPoint, Python, R
🔹 Citation Verification: Crossref, PubMed, Google Scholar, Scite
🔹 Originality & Quality Checks: Turnitin, iThenticate, journal guidelines
🔹 Final Submission: Journal submission system and AI disclosure requirements

⚠️ Ethical AI Principles

✅ Use AI as an assistant, not a substitute for the researcher.
✅ Verify every reference, DOI, claim, statistic, and interpretation.
❌ Never fabricate references, data, or results.
❌ Never submit AI-generated text without critical human review
✅ Protect confidential and unpublished research data.
✅ Follow the target journal's AI use policy.
AI can accelerate the research process.
Scientific contribution, critical thinking, and responsibility remain with the researcher.

Dr. Raffi Mohammed
Professor | Department of Mechanical Engineering
Ramachandra College of Engineering, Eluru, Andhra Pradesh, India


#ArtificialIntelligence #AIforResearch #ResearchTools #ReviewArticle #ResearchMethodology #AcademicWriting #BibliometricAnalysis #VOSviewer #Bibliometrix #SystematicReview #ResearchIntegrity #AcademicResearch #ScholarlyPublishing #ResponsibleAI #Researcher #MechanicalEngineering

Finding reliable research shouldn't mean hours of scrolling through abstracts.

In this video, we walk through Scite Search and how it helps you quickly discover and understand scientific literature by showing citation context, not just citation counts.

There is no bridge between LLMs and authoritative content. That is a huge problem, and it is exactly what we are fixing.

LLMs are transforming how we discover information, but they still cannot meaningfully engage with the most trustworthy content on the internet: peer-reviewed research.

Why? Paywalls and licensing.

Right now, there is no reliable, scalable way to connect AI retrieval to authoritative research. If LLMs are the future of how we find answers, that gap is a serious problem for research institutions, businesses, and education.

Building real-time feeds of new publications across many publishers is a massive technical lift. Negotiating and maintaining licensing so AI can use that content is an equally big and still evolving challenge.

The good news is that we do not have to start from scratch.

Scite already operates indexing infrastructure that connects to leading publishers and powers our smart citations. Those citations carry context and classification and are created under direct indexing and licensing agreements with publishers.

We're working with publishers to provide to create citations for LLMs.

Want to learn more? DM me.

Most researchers spend more time organizing their research than doing it. AI-powered tools are transforming every stage of the research process.




Here’s your complete 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿𝘀 𝗧𝗼𝗼𝗹𝗸𝗶𝘁 for 2025:

—

1. 𝗗𝗮𝘁𝗮 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 & 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀

→ Tools to collect, clean, and analyze complex datasets:

➤ NVivo – Qualitative data coding and theme analysis

➤ Python – Powerful scripting for automation and analysis

➤ Otter.ai – Transcription tool for interviews & meetings

➤ @Jasp– Open-source stats software for beginners

➤ Dedoose – Mixed-methods analysis

➤ StataCorp LLC – Trusted by public health, economics, and social science

➤ SurveyMonkey – Simplifies survey creation and data capture

➤REDCap – Secure data collection for health research

The R Foundation for Statistical Computing Statistical computing at its finest

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2. 𝗟𝗶𝘁𝗲𝗿𝗮𝘁𝘂𝗿𝗲 𝗦𝗲𝗮𝗿𝗰𝗵 & 𝗥𝗲𝘃𝗶𝗲𝘄𝘀

→ Save time and uncover connections faster:

➤ SciSpace – Summarize and simplify academic papers

➤ Litmaps – Visualize citation networks

➤ R Discovery – Personalized research feed

➤ SCITE Ai – Find articles by how they’re cited (supporting, contradicting, etc.)

➤ Elicit – AI-powered literature reviews

➤ Connected Papers – Explore academic landscapes

➤ ResearchRabbit – Build live, evolving research maps

—


3. 𝗖𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁

→ Never lose track of a reference again:

➤ Refworks LLC (ProQuest)

➤ Crossref

➤ Mendeley

➤ Zotero

—

4. 𝗣𝗹𝗮𝗴𝗶𝗮𝗿𝗶𝘀𝗺 𝗖𝗵𝗲𝗰𝗸𝗲𝗿𝘀

→ Keep your work original and publication-ready:

@Dupli Checker

@iThenticate – The gold standard for academic writing

Grammarly – Style + tone + plagiarism detection

—


5. 𝗦𝘆𝘀𝘁𝗲𝗺𝗮𝘁𝗶𝗰 𝗥𝗲𝘃𝗶𝗲𝘄𝘀

→ Streamline and structure your evidence synthesis:

@Rayyan – Accelerate screening and collaboration

Covidence.org – Trusted by Cochrane reviewers

—


6. 𝗣𝘂𝗯𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗼𝗿𝘁𝗳𝗼𝗹𝗶𝗼

→ Showcase and track your academic identity:

ORCID – Your researcher ID across journals

@Google Scholar – Centralize your citations and h-index

—



Smart research is about using the right tools at the right time.


Tag a fellow researcher who needs this!

♻️Repost

#AcademicTools #AIinResearch #PublicHealth #GradSchool #PhDLife #DataScience #SystematicReview #LiteratureReview #ResearchToolkit | 18 commentaires sur LinkedIn

While the importance of citation context has long been recognized, simple citation counts remain as a crude measure of importance.
Providing citation context should support the publication o

Most thesis students are not stuck because they cannot write. They are stuck because their tools are scattered, sources are messy, and citations get lost, so every chapter feels like starting from zero.

Here is a simple AI hierarchy to keep your workflow in order.

Draft chapters with academic structure
Jenni AI https://jenni.ai/

Source grounded reading and notes
NotebookLM https://lnkd.in/g6bZ5sWW
SciSpace https://www.scispace.com/

Find relevant literature fast

Google Scholar https://lnkd.in/gTJNv4BK
Semantic Scholar https://lnkd.in/g94TZ_iX
Elicit https://elicit.com/

Citations evidence and key paper pathways

ResearchRabbit https://lnkd.in/g3qqsnYB
Scite https://scite.ai/
Zotero https://www.zotero.org/
Consensus https://consensus.app/

Refine writing and turn work into slides

ChatGPT https://chatgpt.com/
Claude https://claude.ai/
Canva https://www.canva.com/
Gamma https://gamma.app/

Comment your field and your current stage and I will suggest the best starting tool from this stack.

#aiforresearch

PhD Students - Here are the 50 most useful tools for researchers.

𝐋𝐢𝐭𝐞𝐫𝐚𝐭𝐮𝐫𝐞 𝐑𝐞𝐯𝐢𝐞𝐰

1. Litmaps
2. ResearchPal
3. Connected Papers
4. Scite
5.… | 12 comments on LinkedIn