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PARA structure, literature note templates, and a daily note system — set up in minutes, not hours.","categories":null,"tags":["obsidian","phd","note-taking","templates","pkm"],"date":"2026-01-01"},{"title":"AI Research Skills: Use AI Rigorously Across the Full Research Lifecycle","permalink":"https://augmentedscholars.com/courses/ai-research-skills/","summary":"A complete framework for integrating AI tools into your research workflow — from literature discovery to writing and peer review — with integrity, attribution, and verifiability built in.","categories":null,"tags":null,"date":"2026-02-15"},{"title":"Zotero — Reference Manager for Researchers","permalink":"https://augmentedscholars.com/tools/zotero/","summary":"The best free reference manager for researchers. Collect, organise, and cite papers with one click. Integrates with Word, LibreOffice, LaTeX (BibTeX), Obsidian, and every major browser.","categories":null,"tags":["zotero","reference-manager","citations","bibtex"],"date":"2026-01-02"},{"title":"Literature Note Template (Zotero + Obsidian)","permalink":"https://augmentedscholars.com/downloads/literature-note-template/","summary":"A Templater-based Obsidian template that auto-fills literature note metadata from Zotero. Title, authors, year, DOI, abstract — pulled in automatically.","categories":null,"tags":["obsidian","zotero","literature-review","templates","note-taking"],"date":"2026-01-01"},{"title":"Python for Researchers: Automate the Boring Parts of Research","permalink":"https://augmentedscholars.com/courses/python-for-researchers/","summary":"Learn just enough Python to automate the repetitive tasks eating hours of your research week — no programming background required. File management, PDF parsing, data cleaning, and more.","categories":null,"tags":null,"date":"2026-03-01"},{"title":"Obsidian — The Researcher's Second Brain","permalink":"https://augmentedscholars.com/tools/obsidian/","summary":"The note-taking app built for connected thinking. Link ideas, build a knowledge graph, and use markdown files you own forever. The best PKM tool for PhD students and researchers.","categories":null,"tags":["obsidian","note-taking","pkm","markdown","phd-workflow"],"date":"2026-01-03"},{"title":"Matplotlib Publication Figure Template","permalink":"https://augmentedscholars.com/downloads/matplotlib-figure-template/","summary":"A Python script with pre-configured rcParams and helper functions that produce clean, publication-ready figures matching journal style guides — without wrestling with matplotlib defaults.","categories":null,"tags":["matplotlib","python","figures","data-visualization","academic-writing"],"date":"2026-01-01"},{"title":"VS Code — The Researcher's Code \u0026 Writing Editor","permalink":"https://augmentedscholars.com/tools/vscode/","summary":"Visual Studio Code isn't just for developers. Researchers use it to write LaTeX, Python, Markdown, and Jupyter Notebooks in one place. Free, extensible, and powerful.","categories":null,"tags":["vscode","latex","python","ide","research-workflow"],"date":"2026-01-04"},{"title":"PhD Thesis LaTeX Template","permalink":"https://augmentedscholars.com/downloads/phd-thesis-template/","summary":"A clean, well-commented LaTeX thesis template tested with the pdflatex, xelatex, and lualatex compilers. Includes a chapter structure, bibliography, appendices, and a title page that follows common university conventions.","categories":null,"tags":["latex","phd","thesis","academic-writing","overleaf"],"date":"2026-01-01"},{"title":"Matplotlib — Publication-Quality Figures for Researchers","permalink":"https://augmentedscholars.com/tools/matplotlib/","summary":"The Python plotting library that produces the figures you see in top journals. Learn to create publication-quality graphs, animations, and scientific visualisations with Matplotlib.","categories":null,"tags":["matplotlib","python","figures","data-visualisation","publication"],"date":"2026-01-05"},{"title":"Academic Conference Poster Template","permalink":"https://augmentedscholars.com/downloads/academic-poster-template/","summary":"An Inkscape SVG poster template for A0 portrait (841 × 1189 mm) academic conference posters. Clean three-column grid with pre-labelled sections for introduction, methods, results, and conclusions.","categories":null,"tags":["inkscape","poster","figures","academic-writing","conferences"],"date":"2026-01-01"},{"title":"Overleaf — Collaborative LaTeX in the Browser","permalink":"https://augmentedscholars.com/tools/overleaf/","summary":"The most popular LaTeX editor for researchers. Write, compile, and collaborate on academic papers directly in your browser — no local installation required.","categories":null,"tags":["overleaf","latex","academic-writing","collaboration"],"date":"2026-01-06"},{"title":"Elicit — AI Research Assistant","permalink":"https://augmentedscholars.com/tools/elicit/","summary":"The AI tool built specifically for literature review. Elicit searches, summarises, and extracts data from academic papers so you spend less time reading and more time thinking.","categories":null,"tags":["elicit","ai-research","literature-review","research-tools"],"date":"2026-01-07"},{"title":"ChatGPT — AI Research Assistant","permalink":"https://augmentedscholars.com/tools/chatgpt/","summary":"OpenAI's conversational AI for research brainstorming, literature synthesis, writing assistance, and code generation. The most widely used AI tool in academic research today.","categories":null,"tags":["chatgpt","ai","writing-assistant","research","openai"],"date":"2026-01-10"},{"title":"Perplexity AI — AI-Powered Search for Researchers","permalink":"https://augmentedscholars.com/tools/perplexity/","summary":"An AI search engine that answers questions with cited sources. Replace exploratory Google searches with direct, referenced answers — ideal for quick literature scoping.","categories":null,"tags":["perplexity","ai-search","research","literature-review"],"date":"2026-01-11"},{"title":"Research Rabbit — Free AI Paper Discovery","permalink":"https://augmentedscholars.com/tools/research-rabbit/","summary":"Free AI tool that maps related papers from a seed reference. Visualise citation networks, find co-author clusters, and discover papers you'd never find with keyword searches alone.","categories":null,"tags":["research-rabbit","literature-review","ai","citation-mapping","paper-discovery"],"date":"2026-01-12"},{"title":"Connected Papers — Visual Citation Graph Builder","permalink":"https://augmentedscholars.com/tools/connected-papers/","summary":"Generate a visual graph of papers related to any seed paper. Identify clusters of research, seminal works, and recent derivatives — without keyword searching.","categories":null,"tags":["connected-papers","citation-analysis","literature-review","reference"],"date":"2026-01-13"},{"title":"GitHub — Version Control for Research Code","permalink":"https://augmentedscholars.com/tools/github/","summary":"Host, version, and share research code. GitHub makes your work reproducible, your collaborations trackable, and your code citable — essential for computational researchers.","categories":null,"tags":["github","git","version-control","reproducibility","open-science"],"date":"2026-01-14"},{"title":"Jupyter — Interactive Notebooks for Research","permalink":"https://augmentedscholars.com/tools/jupyter/","summary":"The standard for exploratory data analysis and reproducible research. Combine code, output, equations, and narrative text in a single shareable document.","categories":null,"tags":["jupyter","notebooks","python","data-analysis","reproducible-research"],"date":"2026-01-15"},{"title":"RStudio — IDE for Statistical Research","permalink":"https://augmentedscholars.com/tools/rstudio/","summary":"The standard integrated development environment for R. Essential for quantitative researchers doing statistical analysis, data visualisation, and reproducible reporting.","categories":null,"tags":["rstudio","r","statistics","data-analysis","ggplot2"],"date":"2026-01-16"},{"title":"Grammarly — AI Writing Check for Academics","permalink":"https://augmentedscholars.com/tools/grammarly/","summary":"AI-powered grammar, clarity, and style checker. Useful for polishing thesis chapters, grant applications, and journal submissions before they reach reviewers.","categories":null,"tags":["grammarly","writing","grammar","academic-writing","editing"],"date":"2026-01-17"},{"title":"Canva — Posters and Presentations for Researchers","permalink":"https://augmentedscholars.com/tools/canva/","summary":"Drag-and-drop design tool for conference posters, graphical abstracts, and presentation slides. No design skills required — start from a template in minutes.","categories":null,"tags":["canva","posters","presentations","graphical-abstract","design"],"date":"2026-01-18"},{"title":"Diagrams.net — Free Diagramming for Researchers","permalink":"https://augmentedscholars.com/tools/diagrams-net/","summary":"Free, open-source diagramming tool for flowcharts, system architecture diagrams, and methodology figures. Works in the browser or as a desktop app, exports to SVG or PDF.","categories":null,"tags":["diagrams-net","drawio","flowcharts","methodology","figures"],"date":"2026-01-19"},{"title":"Paperpile — Reference Manager for Google Workspace","permalink":"https://augmentedscholars.com/tools/paperpile/","summary":"Browser-first reference manager with deep Google Docs and Overleaf integration. Fast, clean, and designed for researchers working in Chrome and Google Docs.","categories":null,"tags":["paperpile","reference-manager","citations","google-docs","research"],"date":"2026-01-20"},{"title":"Pandoc — Universal Document Converter","permalink":"https://augmentedscholars.com/tools/pandoc/","summary":"Convert between Markdown, LaTeX, Word, HTML, and PDF from the command line. Write your paper once in Markdown and export to any format a journal or supervisor asks for.","categories":null,"tags":["pandoc","markdown","latex","document-conversion","academic-writing"],"date":"2026-01-21"},{"title":"AI Research Intensive: Use AI Rigorously Without Compromising Your Integrity","permalink":"https://augmentedscholars.com/workshops/ai-research-intensive/","summary":"A 3-hour live workshop covering the complete AI-assisted research workflow — from literature search to AI-assisted writing — with academic integrity guardrails built in from the start.","categories":null,"tags":null,"date":"2026-03-10"},{"title":"AI Image Generator for Inkscape: Stable Diffusion \u0026 DALL·E","permalink":"https://augmentedscholars.com/posts/code-automation/ai-image-generator-for-inkscape-stable-diffusion-dalle/","summary":"The AI Image Generator extension brings Stable Diffusion, DALL·E, and Flux directly into Inkscape, eliminating the friction of context-switching between tools. Generate, edit, and iterate on AI images without leaving your canvas—with support for multiple providers and one-click positioning.","categories":["code-automation"],"tags":["Inkscape","Stable Diffusion","DALL-E","AI Image Generation","Flux","Creative Workflow","Open-source Extensions","AI Tools for Designers"],"date":"2026-03-05"},{"title":"AI SVG Generator: Create Diagrams in Inkscape with LLMs","permalink":"https://augmentedscholars.com/posts/code-automation/ai-svg-generator-create-diagrams-in-inkscape-with-llms/","summary":"The AI SVG Generator is a new Inkscape extension that lets you generate fully editable SVG diagrams by describing them in plain English. Connect your favorite LLM (OpenAI, Claude, Google, or LLaMA), write a prompt, and get production-ready technical diagrams in seconds—no manual drawing required.","categories":["code-automation"],"tags":["Inkscape","AI SVG Generator","LLM","Diagram generation","Vector graphics automation","Claude API","Technical illustration","AI-assisted design"],"date":"2026-03-05"},{"title":"AI Text Generator for Inkscape: LLM Inside","permalink":"https://augmentedscholars.com/posts/code-automation/ai-text-generator-for-inkscape-llm-inside/","summary":"The AI Text Generator extension lets you generate, rewrite, translate, and edit text directly inside Inkscape using ChatGPT, Claude, or local LLMs—no context-switching required. This guide covers installation, API setup, and core workflows for designers seeking AI-powered copy generation without leaving the canvas.","categories":["code-automation"],"tags":["Inkscape","AI Text Generator","LLM extension","ChatGPT integration","Claude API","design automation","AI for designers","local LLM"],"date":"2026-03-05"},{"title":"Anaconda to Apptainer: Reproducible Python Environments","permalink":"https://augmentedscholars.com/posts/code-automation/anaconda-to-apptainer-reproducible-python-environments/","summary":"Learn how to export your local Conda environment into a production-ready Apptainer container that runs identically across laptops, HPC clusters, and cloud systems. This step-by-step guide eliminates broken builds and version conflicts in distributed computing.","categories":["code-automation"],"tags":["Apptainer","Singularity","Conda","Python containers","HPC reproducibility","containerization","environment management","ML deployment"],"date":"2026-03-05"},{"title":"Apptainer \u0026 Conda: Reproducible HPC Python Environments","permalink":"https://augmentedscholars.com/posts/code-automation/apptainer-conda-reproducible-hpc-python-environments/","summary":"Apptainer + Conda solves the researcher's tax: environment reproduction\nacross machines. Package your complete Python environment—dependencies, versions,\nand all—into a single .sif file that runs identically on your laptop and HPC cluster.\nLearn the exact workflow from local Conda export to production deployment.","categories":["code-automation"],"tags":["Apptainer","Conda","HPC","containerization","reproducible research","Python environments","SLURM","cluster computing"],"date":"2026-03-05"},{"title":"Apptainer Fundamentals: Building Your First Container","permalink":"https://augmentedscholars.com/posts/code-automation/apptainer-fundamentals-building-your-first-container/","summary":"Learn how to build and deploy Apptainer containers on HPC clusters without Docker. This practical guide walks researchers through definition files, image building, and binding host directories—from first principles to production-ready workflows.","categories":["code-automation"],"tags":["Apptainer","Singularity","HPC containers","Container building","Linux containerization","SLURM workflows","Reproducible research","Container deployment"],"date":"2026-03-05"},{"title":"Automate Your Publication List with Python \u0026 LaTeX","permalink":"https://augmentedscholars.com/posts/research-tools/automate-your-publication-list-with-python-latex/","summary":"Stop manually updating your publication list. Learn how to build a Python + LaTeX pipeline that automatically fetches your Google Scholar metrics and citations, then generates a publication-ready PDF with live-updating H-index, citation counts, and formatted papers—no copy-pasting required.","categories":["research-tools"],"tags":["Python","Google Scholar API","LaTeX","scholarly library","Publication Management","CV automation","Citation Metrics","Academic Workflow"],"date":"2026-03-05"},{"title":"Batch Certificate Creation with Inkscape \u0026 Next Generator","permalink":"https://augmentedscholars.com/posts/code-automation/batch-certificate-creation-with-inkscape-next-generator/","summary":"Learn how to generate dozens of personalized certificates automatically using Inkscape's Next Generator extension. Design one template, link it to a CSV spreadsheet of attendee data, and produce 50+ customized PDFs in minutes—eliminating manual work, typos, and hours of tedious design.","categories":["code-automation"],"tags":["Inkscape","Next Generator","Batch Certificate Generation","CSV Automation","Course Completion Certificates","PDF Generation","Workshop Certificates","Design Automation"],"date":"2026-03-05"},{"title":"Build a Fast Academic Website with Hugo","permalink":"https://augmentedscholars.com/posts/code-automation/build-a-fast-academic-website-with-hugo/","summary":"Hugo is a blazing-fast static site generator perfect for researchers and PhD students building professional online portfolios. Learn how to build a secure, free academic website in markdown—no databases, no server maintenance, deployed to GitHub Pages or Netlify in minutes.","categories":["code-automation"],"tags":["Hugo","Static Site Generator","Academic Website","GitHub Pages","Netlify","Markdown","Researchers","PhD Students"],"date":"2026-03-05"},{"title":"Convert LaTeX to Word with Pandoc: Preserve Equations","permalink":"https://augmentedscholars.com/posts/research-tools/convert-latex-to-word-with-pandoc-preserve-equations/","summary":"Pandoc is a universal document converter that transforms LaTeX files into Word format while preserving equations, citations, tables, and cross-references. Learn the complete setup, core workflow commands, and practical examples to convert research papers in under 5 minutes—no broken formatting, no manual reconstruction.","categories":["research-tools"],"tags":["Pandoc","LaTeX to Word conversion","Document conversion tools","Research paper formatting","BibTeX citations","Equation preservation","AI/ML researchers"],"date":"2026-03-05"},{"title":"Convert Markdown to Jupyter Notebooks with Jupytext","permalink":"https://augmentedscholars.com/posts/research-tools/convert-markdown-to-jupyter-notebooks-with-jupytext/","summary":"Jupytext converts static Markdown files with embedded code blocks into fully executable Jupyter Notebooks while preserving version-control friendliness. Learn the one-command workflow to transform your documentation into interactive, reproducible research documents with live plots and executable code cells.","categories":["research-tools"],"tags":["Jupytext","Jupyter Notebook","Markdown to Jupyter","Python notebooks","Reproducible research","Data science workflows","Jupyter conversion","Interactive documentation"],"date":"2026-03-05"},{"title":"Create Beautiful Course Websites with Jupyter Book","permalink":"https://augmentedscholars.com/posts/code-automation/create-beautiful-course-websites-with-jupyter-book/","summary":"Jupyter Book transforms Markdown and Jupyter notebooks into interactive, web-hosted course websites where readers execute code directly in the browser. This tutorial covers installation, configuration, and publishing—perfect for researchers and educators who need updatable, executable content without constant rebuilds.","categories":["code-automation"],"tags":["Jupyter Book","course websites","interactive content","Markdown","GitHub Pages","executable notebooks","research education","static site generators"],"date":"2026-03-05"},{"title":"Create Beautiful LaTeX Tables with Pandas \u0026 Python","permalink":"https://augmentedscholars.com/posts/research-tools/create-beautiful-latex-tables-with-pandas-python/","summary":"Stop hand-coding LaTeX tables. Learn how to use Pandas' to_latex() method to convert CSV data into publication-ready tables in seconds. Eliminate formatting drift, regenerate tables on data updates, and publish polished results without manual rebuilding.","categories":["research-tools"],"tags":["Pandas","LaTeX","Python","Data visualization","Research reproducibility","CSV to LaTeX","Data formatting","Scientific computing"],"date":"2026-03-05"},{"title":"Create Course Materials in Markdown + Pandoc","permalink":"https://augmentedscholars.com/posts/research-tools/create-course-materials-in-markdown-pandoc/","summary":"Master the Markdown + Pandoc workflow to create professional course materials once and convert them instantly to PDFs, HTML, and more. Eliminate formatting drift, maintain version control, and spend less time on presentation and more on content—perfect for teachers and professors managing exercises, quizzes, and lab work at scale.","categories":["research-tools"],"tags":["Pandoc","Markdown","Course Materials","LaTeX","Document Conversion","Teachers","Educational Content","Version Control"],"date":"2026-03-05"},{"title":"Create PowerPoint Slides from Markdown with Pandoc","permalink":"https://augmentedscholars.com/posts/research-tools/create-powerpoint-slides-from-markdown-with-pandoc/","summary":"Pandoc lets you build professional PowerPoint presentations from Markdown files in seconds. Write once in plain text, version control it, and generate .pptx files instantly—no manual formatting or clicking required.","categories":["research-tools"],"tags":["Pandoc","Markdown","PowerPoint automation","presentation tools","command-line tools","researchers","developers","technical writing"],"date":"2026-03-05"},{"title":"D2 Inkscape Extension: Code Diagrams Inside Inkscape","permalink":"https://augmentedscholars.com/posts/code-automation/d2-inkscape-extension-code-diagrams-inside-inkscape/","summary":"The D2 Inkscape extension lets you write diagrams as code and render them live inside Inkscape as editable SVG. Perfect for researchers and technical writers who iterate frequently, it eliminates manual redrawing and locked-in exports—just edit the code and re-render in seconds.","categories":["code-automation"],"tags":["D2 diagrams","Inkscape extension","technical writing","system architecture","diagram automation","SVG generation","code-based diagramming","researcher tools"],"date":"2026-03-05"},{"title":"Deploy Jupyter Book to GitHub Pages FREE","permalink":"https://augmentedscholars.com/posts/code-automation/deploy-jupyter-book-to-github-pages-free/","summary":"Learn how to deploy your Jupyter Book to GitHub Pages completely free using GitHub Actions. This step-by-step guide shows you how to automate your book's build and deployment—every push to main triggers a live update with zero manual effort.","categories":["code-automation"],"tags":["Jupyter Book","GitHub Pages","GitHub Actions","CI/CD","documentation hosting","Python deployment","automated publishing"],"date":"2026-03-05"},{"title":"Excalidraw AI Text-to-Diagram for Research Workflows","permalink":"https://augmentedscholars.com/posts/code-automation/excalidraw-ai-text-to-diagram-for-research-workflows/","summary":"Excalidraw's AI text-to-diagram feature converts plain-language descriptions into fully editable visual diagrams in seconds. Perfect for researchers and ML practitioners designing workflows, system architecture, and decision trees without design expertise.","categories":["code-automation"],"tags":["Excalidraw","AI text-to-diagram","research workflows","ML pipelines","diagram generation","workflow visualization","AI tools for researchers","free diagramming"],"date":"2026-03-05"},{"title":"Hugo + GitHub Pages: Automate Deployment with GitHub Actions","permalink":"https://augmentedscholars.com/posts/code-automation/hugo-github-pages-automate-deployment-with-github-actions/","summary":"Learn how to deploy a Hugo website to GitHub Pages using GitHub Actions for automatic, hands-off publishing. This guide walks students and researchers through setting up a complete CI/CD workflow that rebuilds and publishes your site with every git push—no manual steps required.","categories":["code-automation"],"tags":["Hugo","GitHub Pages","GitHub Actions","Static Site Generation","CI/CD","Web Deployment","Researchers","Students"],"date":"2026-03-05"},{"title":"Inkscape Poster Utils: Auto-Layout Academic Headers","permalink":"https://augmentedscholars.com/posts/code-automation/inkscape-poster-utils-auto-layout-academic-headers/","summary":"Poster Utils is a free Inkscape extension that automatically generates and layouts academic poster headers with correct spacing, font hierarchy, and author-institution mapping. Input your title, authors, and affiliations once—separated by simple delimiters—and get publication-quality headers in seconds, supporting both native Inkscape rendering and LaTeX output.","categories":["code-automation"],"tags":["Inkscape","Poster Utils","academic posters","auto-layout","extensions","typography","research visualization","academic publishing"],"date":"2026-03-05"},{"title":"LaTeX in Inkscape: The Correct Way (Tutorial)","permalink":"https://augmentedscholars.com/posts/code-automation/latex-in-inkscape-the-correct-way-tutorial/","summary":"Learn two built-in methods to render LaTeX equations in Inkscape: fast\nPDF-LaTeX (no setup) and editable TexText (recommended for iterative work). This\nbeginner's guide covers installation, workflows, and real-world examples for technical\nposters and diagrams.","categories":["code-automation"],"tags":["Inkscape","LaTeX","TexText","PDF-LaTeX","Technical illustration","Vector graphics","Equation editing","Scientific posters"],"date":"2026-03-05"},{"title":"LaTeX in VSCode 2026: LaTeX Workshop Complete Setup","permalink":"https://augmentedscholars.com/posts/research-tools/latex-in-vscode-2026-latex-workshop-complete-setup/","summary":"Learn how to set up LaTeX Workshop in VSCode for seamless thesis and research paper writing. This guide covers installation, auto-compilation, live PDF preview, and bibliography management—all without terminal headaches.","categories":["research-tools"],"tags":["LaTeX Workshop","VSCode","LaTeX","PDF preview","thesis writing","research tools","technical documentation","IDE setup"],"date":"2026-03-05"},{"title":"Load References: Import Bibliography Files into Inkscape","permalink":"https://augmentedscholars.com/posts/code-automation/load-references-import-bibliography-files-into-inkscape/","summary":"The Load References extension lets you import citations directly from .bib, .ris, .enw, and .json files into Inkscape with auto-formatting in Vancouver, IEEE, and Chicago styles. Update references instantly when your source file changes—perfect for research posters and academic publications without manual sync overhead.","categories":["code-automation"],"tags":["Inkscape","Load References extension","BibTeX","Zotero integration","Bibliography management","Citation formatting","Academic design","Research posters"],"date":"2026-03-05"},{"title":"Master Apptainer in 25 Minutes: Build Reproducible Python Environments","permalink":"https://augmentedscholars.com/posts/code-automation/master-apptainer-in-25-minutes-build-reproducible-python-environments/","summary":"Apptainer (formerly Singularity) lets you package entire conda environments into portable .sif files that run identically on your laptop, colleague's machine, and HPC clusters. No root privileges required—perfect for cluster-safe reproducible research.","categories":["code-automation"],"tags":["Apptainer","Singularity","containerization","conda environments","HPC","reproducible science","Python packaging","scientific computing"],"date":"2026-03-05"},{"title":"Master Markdown for Research — Write Once, Export Anywhere","permalink":"https://augmentedscholars.com/posts/research-tools/master-markdown-for-research-write-once-export-anywhere/","summary":"Markdown is a lightweight plain-text format that converts to any output using Pandoc. Learn the complete syntax in under an hour and eliminate reformatting headaches across Word, PDF, PowerPoint, and HTML—perfect for researchers tired of juggling multiple tools.","categories":["research-tools"],"tags":["Markdown","Pandoc","Research writing","Document conversion","Obsidian","LaTeX","Academic workflow"],"date":"2026-03-05"},{"title":"Master Text, Connectors \u0026 Layers in Inkscape","permalink":"https://augmentedscholars.com/posts/code-automation/master-text-connectors-layers-in-inkscape/","summary":"Part 2 of Inkscape for Scientists teaches you how to add labeled text, create smart connectors that move with objects, organize diagrams with layers, and align elements with precision. Master the core tools for building publication-ready scientific visualizations without frustration.","categories":["code-automation"],"tags":["Inkscape","Scientific Diagrams","Text Formatting","Connector Tool","Layers Panel","Alignment Tools","Vector Graphics","Diagram Design"],"date":"2026-03-05"},{"title":"Matplotlib Animation Tutorial: Animate Scientific Data","permalink":"https://augmentedscholars.com/posts/code-automation/matplotlib-animation-tutorial-animate-scientific-data/","summary":"Learn Matplotlib's FuncAnimation class with a proven four-step framework for animating scientific data. This tutorial walks researchers through creating smooth, frame-by-frame animations—from random walks to animated sine waves—without external tools.","categories":["code-automation"],"tags":["Matplotlib FuncAnimation","Scientific Visualization Python","Data Animation Tutorial","Research Visualization","Python Animation","Dynamic Plots","Matplotlib Scatter Animation","Scientific Computing"],"date":"2026-03-05"},{"title":"Matplotlib Figure Generator: Direct Inkscape Extension","permalink":"https://augmentedscholars.com/posts/code-automation/matplotlib-figure-generator-direct-inkscape-extension/","summary":"The Matplotlib Figure Generator extension lets you create and edit Matplotlib visualizations directly inside Inkscape with full vector editability. No more export-import friction—build charts in Python, render as SVG, and edit every element (axes, labels, colors) as native Inkscape objects.","categories":["code-automation"],"tags":["Matplotlib","Inkscape","Vector Graphics","Data Visualization","Python Extensions","SVG Generation","Design Automation","Scientific Visualization"],"date":"2026-03-05"},{"title":"Matplotlib xkcd Sketch Plots: Hand-Drawn Python Guide","permalink":"https://augmentedscholars.com/posts/code-automation/matplotlib-xkcd-sketch-plots-hand-drawn-python-guide/","summary":"Learn how to use Matplotlib's xkcd() context manager to transform standard research plots into hand-drawn sketch-style visualizations. This built-in feature adds personality and engagement to conference talks and presentations while maintaining scientific accuracy—requiring just one line of code.","categories":["code-automation"],"tags":["Matplotlib","xkcd","Python visualization","research presentation","data visualization","scientific plotting","AI/ML research","data science"],"date":"2026-03-05"},{"title":"Mermaid Diagrams in Inkscape: Native Extension Setup","permalink":"https://augmentedscholars.com/posts/code-automation/mermaid-diagrams-in-inkscape-native-extension-setup/","summary":"The Mermaid Diagram Generator extension lets you create publication-ready diagrams directly inside Inkscape—no browser switching, no format conversion headaches. This guide covers installation, configuration, and practical workflows for academic and technical illustrators.","categories":["code-automation"],"tags":["Inkscape","Mermaid","diagram generation","technical illustration","workflow automation","SVG editing","academic writing","extension setup"],"date":"2026-03-05"},{"title":"Obsidian Masterclass: Build Your PhD Research System in 3 Hours","permalink":"https://augmentedscholars.com/workshops/obsidian-masterclass/","summary":"A live, hands-on workshop where you build a complete Obsidian research system from scratch — vault structure, plugins, Zotero integration, and a daily workflow you'll actually maintain.","categories":null,"tags":null,"date":"2026-03-05"},{"title":"OpenAI API Structured Outputs: Extract Paper Metadata Fast","permalink":"https://augmentedscholars.com/posts/ai-research/openai-api-structured-outputs-extract-paper-metadata-fast/","summary":"Extract research paper metadata at scale using OpenAI's structured outputs and Pydantic models. This guide walks you through building a reliable, validated pipeline to automate literature screening—turning manual weeks of copy-paste work into hours of clean, consistent JSON output.","categories":["ai-research"],"tags":["OpenAI API","Structured Outputs","Pydantic","Research Automation","Literature Review","Data Extraction","JSON Schema","AI for Research"],"date":"2026-03-05"},{"title":"Run LLMs Locally with Llamafile: No Setup Required","permalink":"https://augmentedscholars.com/posts/ai-research/run-llms-locally-with-llamafile-no-setup-required/","summary":"Llamafile packages LLMs into single-file executables with zero dependencies—no CUDA, no Python, no compilation. Get an OpenAI-compatible API server and interactive chat running in seconds on CPU or GPU.","categories":["ai-research"],"tags":["Llamafile","LlamaCPP","Local LLM inference","OpenAI API compatible","GGUF models","GPU acceleration","LLM deployment","AI researchers"],"date":"2026-03-05"},{"title":"Run Multiple Jobs with SLURM Array: The Right Way","permalink":"https://augmentedscholars.com/posts/code-automation/run-multiple-jobs-with-slurm-array-the-right-way/","summary":"Learn how to eliminate manual job script duplication by using SLURM array jobs with CSV parameter files. This guide shows researchers and ML practitioners how to scale from dozens to hundreds of experiments automatically while maintaining full reproducibility and tracking.","categories":["code-automation"],"tags":["SLURM array jobs","HPC cluster computing","parameter sweeps","job scheduling","reproducible ML workflows","experiment automation","batch processing","cluster management"],"date":"2026-03-05"},{"title":"Singularity/Apptainer: Local to Cluster Workflow","permalink":"https://augmentedscholars.com/posts/code-automation/singularityapptainer-local-to-cluster-workflow/","summary":"Singularity/Apptainer lets you package your entire development environment into a single .sif file, build it locally, and deploy it to HPC clusters without root access or dependency conflicts. Learn the pull-build-run workflow with practical examples for researchers and ML practitioners working across machines.","categories":["code-automation"],"tags":["Singularity","Apptainer","HPC Clusters","Container Workflow","Docker Alternatives","Linux Containers","Development Environment","Reproducible Research"],"date":"2026-03-05"},{"title":"SLURM Job Scheduling: Submit \u0026 Monitor HPC Jobs","permalink":"https://augmentedscholars.com/posts/code-automation/slurm-job-scheduling-submit-monitor-hpc-jobs/","summary":"SLURM powers 60% of the world's HPC clusters, but cryptic path errors and resource misconfiguration trip up most researchers. Learn the exact patterns for writing single-CPU, parallel array, and GPU job scripts—plus how to interpret logs and debug common failures.","categories":["code-automation"],"tags":["SLURM","HPC job scheduling","batch scripts","resource management","sbatch","GPU computing","cluster computing"],"date":"2026-03-05"},{"title":"SSH \u0026 SLURM: Transfer Code to HPC Clusters","permalink":"https://augmentedscholars.com/posts/code-automation/ssh-slurm-transfer-code-to-hpc-clusters/","summary":"Learn the three-tool HPC stack: SSH/SCP/Rsync for file transfer, Singularity/Apptainer\nfor containerization, and SLURM for job scheduling. This guide walks researchers\nthrough moving local code to GPU clusters, building reproducible environments, and\nsubmitting jobs without breaking them.","categories":["code-automation"],"tags":["SSH","SLURM","Singularity/Apptainer","HPC clusters","GPU computing","data transfer","containerization","rsync"],"date":"2026-03-05"},{"title":"Supercharge TeXstudio: Local AI Chat Without APIs","permalink":"https://augmentedscholars.com/posts/research-tools/supercharge-texstudio-local-ai-chat-without-apis/","summary":"Learn how to run a local LLM (Llamafile) inside TeXstudio's AI Chat Assistant in 15 minutes. Write LaTeX with full AI assistance—zero API costs, zero data sent to cloud servers, zero internet dependency. Works with Llama 3.2, Mistral, and other quantized models.","categories":["research-tools"],"tags":["TeXstudio","Llamafile","Local LLM","LaTeX","OpenAI alternatives","Mistral","Privacy-first AI","AI-assisted writing"],"date":"2026-03-05"},{"title":"TexText: LaTeX + Inkscape Integration for Vector Graphics","permalink":"https://augmentedscholars.com/posts/code-automation/textext-latex-inkscape-integration-for-vector-graphics/","summary":"TexText is a free Inkscape extension that embeds a live LaTeX compiler into Inkscape, letting you write equations, TikZ diagrams, and tables directly on your canvas. Edit LaTeX code non-destructively, preview instantly, and export as fully editable vector objects—eliminating endless recompilation cycles between LaTeX and Inkscape.","categories":["code-automation"],"tags":["TexText","Inkscape","LaTeX","TikZ","PGF","vector graphics","research visualization","scientific illustration"],"date":"2026-03-05"},{"title":"VS Code Collab Extension: GPU Training in Jupyter","permalink":"https://augmentedscholars.com/posts/code-automation/vs-code-collab-extension-gpu-training-in-jupyter/","summary":"The VS Code Collab extension connects your local Jupyter notebooks to Google Colab's GPU compute, eliminating context-switching between editors. Train PyTorch models on T4/TPU directly from VS Code without uploading files or leaving your notebook environment.","categories":["code-automation"],"tags":["VS Code Collab","GPU training","Jupyter Notebooks","PyTorch","Local ML development","Google Colab integration","VS Code extensions","ML researchers"],"date":"2026-03-05"},{"title":"AI Agents Explained: LLM + Tools + Memory Loop","permalink":"https://augmentedscholars.com/posts/ai-literacy/ai-agents-explained-llm-tools-memory-loop/","summary":"Most people confuse chatbots with AI agents. An agent isn't just a smarter LLM—it's an architecture combining reasoning, tool access, and persistent memory in a feedback loop. Learn the three components that transform static language models into systems that execute multi-step tasks autonomously.","categories":["ai-literacy"],"tags":["AI agents","LLM architecture","agentic workflows","autonomous AI systems","AI tool use","prompt engineering","agent design patterns"],"date":"2026-03-04"},{"title":"Anaconda Complete Guide for Beginners | Python Environments","permalink":"https://augmentedscholars.com/posts/code-automation/anaconda-complete-guide-for-beginners-python-environments/","summary":"Struggling with Python version conflicts and dependency hell? This beginner's guide walks you through Anaconda installation, environment creation, and team collaboration—from setup to sharing reproducible environments with your team.","categories":["code-automation"],"tags":["Anaconda","Python environments","conda package manager","virtual environments","Python dependency management","data science setup","reproducible workflows","ML environment management"],"date":"2026-03-04"},{"title":"Inkscape for Scientific Figures: Vector Graphics for Researchers","permalink":"https://augmentedscholars.com/posts/code-automation/inkscape-for-scientific-figures-vector-graphics-for-researchers/","summary":"Reviewer comments about pixelated figures? Inkscape is free, open-source vector software that creates crisp, scalable diagrams for journals. This beginner's tutorial covers installation, interface basics, and core drawing tools—no design experience required.","categories":["code-automation"],"tags":["Inkscape","vector graphics","scientific figures","open-source design","publication quality","research visualization","diagram creation","academic publishing"],"date":"2026-03-04"},{"title":"Make Matplotlib Figures Publication Quality","permalink":"https://augmentedscholars.com/posts/code-automation/make-matplotlib-figures-publication-quality/","summary":"Your journal rejection might not be about your science—it's about pixelated plots and low-res JPEGs. This step-by-step guide transforms basic Matplotlib figures into publication-grade visuals using global rcParams, LaTeX math rendering, and vector exports that meet Nature, IEEE, and Elsevier standards.","categories":["code-automation"],"tags":["Matplotlib","Publication figures","rcParams","LaTeX rendering","Vector export","Research visualization","Journal submission","Data visualization"],"date":"2026-03-04"},{"title":"Mermaid: Generate Diagrams from Plain Text","permalink":"https://augmentedscholars.com/posts/code-automation/mermaid-generate-diagrams-from-plain-text/","summary":"Stop wasting time in visual diagram editors. Mermaid lets you generate professional flowcharts, sequence diagrams, and more from plain text—perfect for API docs, technical papers, and presentations. Learn setup, real-world examples, and common fixes in under 5 minutes.","categories":["code-automation"],"tags":["Mermaid","diagram generation","text-based diagramming","flowcharts","sequence diagrams","API documentation","technical writing","Inkscape"],"date":"2026-03-04"},{"title":"Obsidian Advanced Slides: Markdown Presentations for Researchers","permalink":"https://augmentedscholars.com/posts/research-tools/obsidian-advanced-slides-markdown-presentations-for-researchers/","summary":"Learn how to create publication-ready research presentations using Obsidian's Advanced Slides plugin. Write in Markdown alongside your notes, embed LaTeX equations and code blocks, and version-control everything with Git—all without leaving your note-taking app.","categories":["research-tools"],"tags":["Obsidian Advanced Slides","Markdown presentations","Reveal.js","Academic writing tools","Research workflow","LaTeX in presentations","Git version control","Obsidian plugins"],"date":"2026-03-04"},{"title":"Overleaf Dark Mode \u0026 Markdown Paste: Hidden Features","permalink":"https://augmentedscholars.com/posts/research-tools/overleaf-dark-mode-markdown-paste-hidden-features/","summary":"Overleaf has two powerful hidden features most researchers miss: PDF\ndark mode for late-night writing sessions, and markdown-to-LaTeX conversion in the\nvisual editor. Both work on free accounts and can save hours of manual formatting\nwhen drafting papers from notes or LLM output.","categories":["research-tools"],"tags":["Overleaf","LaTeX","Markdown","Dark Mode","Academic Writing","Research Tools","PDF Preview","Visual Editor"],"date":"2026-03-04"},{"title":"TeXstudio AI Macros: GPT-4 Inside LaTeX","permalink":"https://augmentedscholars.com/posts/research-tools/texstudio-ai-macros-gpt-4-inside-latex/","summary":"Learn how to install three custom TeXstudio macros that connect your LaTeX editor directly to GPT-4. This step-by-step tutorial shows researchers and technical writers how to expand paragraphs, explain equations, and generate methods sections without leaving their editor.","categories":["research-tools"],"tags":["TeXstudio","LaTeX","GPT-4","OpenAI API","AI writing assistant","research automation","macro programming","academic writing tools"],"date":"2026-03-04"},{"title":"Tool Calling Explained: Turn Your LLM into an AI Agent","permalink":"https://augmentedscholars.com/posts/ai-literacy/tool-calling-explained-turn-your-llm-into-an-ai-agent/","summary":"Tool calling (function calling) is the bridge that transforms static LLMs into autonomous agents capable of invoking external APIs, databases, and services. Learn the six-step process that powers ChatGPT plugins, AI assistants, and production agent systems—and how to implement it yourself.","categories":["ai-literacy"],"tags":["Tool Calling","Function Calling","LLM Agents","AI Agents","Large Language Models","API Integration","AI/ML Development","Prompt Engineering"],"date":"2026-03-04"},{"title":"What is RAG? Retrieval Augmented Generation Explained","permalink":"https://augmentedscholars.com/posts/ai-literacy/what-is-rag-retrieval-augmented-generation-explained/","summary":"RAG (Retrieval Augmented Generation) lets LLMs access specific information at inference time without expensive retraining. By retrieving relevant document chunks and augmenting prompts with context, RAG enables knowledge-grounded AI systems perfect for regulated industries, customer support, and enterprise applications.","categories":["ai-literacy"],"tags":["RAG","Retrieval Augmented Generation","LLM","Vector Embeddings","LangChain","Semantic Search","AI Practitioners","Vector Databases"],"date":"2026-03-04"},{"title":"Write Research Papers in Markdown + Pandoc","permalink":"https://augmentedscholars.com/posts/research-tools/write-research-papers-in-markdown-pandoc/","summary":"Ditch LaTeX syntax errors and write research papers in clean Markdown instead. This workflow uses Pandoc + pandoc-crossref to convert your .md files into publication-ready PDFs with proper citations, cross-references, and IEEE/Springer formatting—no manual LaTeX configuration needed.","categories":["research-tools"],"tags":["Pandoc","Markdown","Academic Writing","LaTeX","pandoc-crossref","Research Papers","Citation Management","PDF Generation"],"date":"2026-03-04"},{"title":"The Complete Obsidian Setup for PhD Researchers (2026 Guide)","permalink":"https://augmentedscholars.com/posts/research-tools/complete-obsidian-setup-phd/","summary":"A step-by-step guide to building an Obsidian vault designed for academic research — folders, plugins, templates, Zotero integration, and a daily workflow that survives a full PhD.","categories":["research-tools"],"tags":["obsidian","phd","knowledge-management","zotero","research-workflow"],"date":"2026-03-01"},{"title":"AI in Your Classroom: A Practical Guide for Academic Educators in 2026","permalink":"https://augmentedscholars.com/posts/educators/educator-guide-to-ai/","summary":"AI didn't break your course — it changed it. Here's how to redesign your assessments, update your AI policy, and actually teach students to use these tools well.","categories":["educators"],"tags":["educators","teaching","assessment-design","academic-integrity","course-design","ai-policy"],"date":"2026-02-20"},{"title":"How AI Actually Works: A Plain-Language Guide for Researchers Who Don't Code","permalink":"https://augmentedscholars.com/posts/ai-literacy/how-ai-works-plain-language/","summary":"You don't need to understand machine learning to use AI tools effectively. But knowing these 5 core concepts will make you a dramatically better AI user than 95% of academics.","categories":["ai-literacy"],"tags":["ai-literacy","large-language-models","machine-learning","critical-thinking","chatgpt"],"date":"2026-02-15"},{"title":"The Researcher's Guide to Using AI Without Losing Scientific Integrity","permalink":"https://augmentedscholars.com/posts/ai-research/guide-ai-research-integrity/","summary":"How to integrate AI tools into your research workflow rigorously — with verification protocols, attribution practices, and disclosure frameworks that satisfy even the strictest journal policies.","categories":["ai-research"],"tags":["ai-research","academic-integrity","literature-review","elicit","research-workflow"],"date":"2026-02-15"},{"title":"Git and GitHub for Researchers: Version Control Your Work Without Fear","permalink":"https://augmentedscholars.com/posts/code-automation/git-github-researchers/","summary":"A complete guide to using Git and GitHub for research code, data scripts, and even your thesis — explained for researchers with no programming background required.","categories":["code-automation"],"tags":["git","github","version-control","python","reproducibility","research"],"date":"2026-02-01"},{"title":"Generate LaTeX Tables Directly from Python and Pandas","permalink":"https://augmentedscholars.com/posts/code-automation/latex-table-python/","summary":"This article will present a set of tool to create latex table a .csv directly from python.","categories":["code-automation"],"tags":["first"],"date":"2020-09-15"},{"title":"How to Write Good Research Prompts for LLMs","permalink":"https://augmentedscholars.com/posts/ai-research/good-research-prompt/","summary":"This article will provide the techniques to write good research prompts for different research activities.","categories":["ai-research"],"tags":["AI","Prompting",""],"date":"2020-09-15"},{"title":"Markdown to PowerPoint with Pandoc","permalink":"https://augmentedscholars.com/posts/code-automation/markdown-pandoc-pptx/","summary":"This article with present a pipeline to create fast and reliable power point presentation using markdown and pandoc that are well suited for research setup.","categories":["code-automation"],"tags":["pandoc","markdown",""],"date":"2020-09-15"},{"title":"Three Text-Based Frameworks for Research Paper Figures","permalink":"https://augmentedscholars.com/posts/code-automation/create-figure-with-text/","summary":"Presentation of three framework that allow you to create figure for your paper only using text.","categories":["code-automation"],"tags":["markdown","pandoc","presentation","time-saving"],"date":"2020-09-15"},{"title":"Why You Should Master Markdown as a Researcher","permalink":"https://augmentedscholars.com/posts/code-automation/why-master-markdown/","summary":"This article will presents important reason why you should master markdown to ease your academic journey.","categories":["code-automation"],"tags":["markdown","time-saving","writing"],"date":"2020-09-15"}]