AI Tools for Scientific Research and Education

140+ AI tools for research and classroom visuals

Generate publication-ready figures and illustrations from plain text, build labeled science visuals for teaching and study, or convert and check your existing images. Pick a tool and start creating in seconds.

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Research Tools

109

Publication-grade figures, diagrams, and image tools for papers, grants, and conference submissions.

General & Publication

Graphical Abstract Maker

Create stunning graphical abstracts for journal submissions

Manuscript to Figure Generator

Create manuscript to figure visuals for abstracts, methods, results, study workflows, graphical abstracts, and multi-panel paper figures.

Scientific Figure Maker

Create publication-ready figures for research papers

Scientific Diagram Maker

Create flowcharts, mechanism schematics, and pathway diagrams

Scientific Drawing Software

Draw scientific figures from text, sketches, or reference images

AI Scientific Illustration

Generate accurate scientific illustrations with AI

Scientific Poster Maker

Create conference posters with AI-generated visuals

Research Roadmap Maker

Create technical route diagrams for grant proposals

TOC Graphics Generator

Create a publication-ready journal TOC graphic from text.

Research Poster Template

Generate a ready-to-edit academic poster layout.

Journal Cover Maker

Create striking scientific journal cover art from your concept.

AI Book Cover Maker

Create academic monograph, textbook, research handbook, science book, and selected novel cover illustrations.

Dot Plot Generator

Use Dot Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Scatter Plot Maker

Use Scatter Plot Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Histogram Maker

Use Histogram Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Box Plot Maker

Use Box Plot Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

ROC Curve Generator

Use ROC Curve Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Radar Chart Maker

Use Radar Chart Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Violin Plot Maker

Use Violin Plot Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Q-Q Plot Maker

Use Q-Q Plot Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Correlation Matrix Generator

Use Correlation Matrix Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Heatmap Generator

Use Heatmap Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Bar Chart Maker

Use Bar Chart Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Line Graph Maker

Use Line Graph Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Error Bar Plot Generator

Use Error Bar Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Time Series Plot Generator

Use Time Series Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Regression Plot Generator

Use Regression Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Raincloud Plot Maker

Use Raincloud Plot Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Beeswarm Plot Maker

Use Beeswarm Plot Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

ECDF Plot Generator

Use ECDF Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Calendar Heatmap Generator

Use Calendar Heatmap Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Stacked Area Chart Maker

Create publication-ready stacked area charts from CSV or Excel data. Compare totals and composition over time, including normalized 100% stacked area charts.

Ridgeline Plot Maker

Create publication-ready ridgeline plots from grouped numeric data. Compare overlapping distributions as ridge plots or joyplots without writing code.

Bubble Chart Maker

Create a bubble chart from CSV or Excel data and map three variables to x position, y position, and bubble area for scientific comparison.

Hexbin Plot Generator

Turn thousands of paired observations into a clear hexbin density plot with a count color scale for dense relationships and model validation.

Paired Dot Plot Maker

Create before-and-after paired dot plots from matched observations. Connect valid subject pairs and preserve individual changes for scientific reporting.

Density Plot Maker

Use Density Plot Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

$Number Line Generator — Create labeled number lines for integers, fractions, decimals, and inequalities from a text prompt.$

Number Line Generator

Create labeled number lines for integers, fractions, decimals, and inequalities from a text prompt.

Place Value Chart Maker

Generate labeled place value charts from ones to millions, with decimals and base-ten blocks.

Stem-and-Leaf Plot Generator

Use Stem-and-Leaf Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Carbon Cycle Diagram

Draw a labeled carbon cycle with photosynthesis, respiration, decomposition, and combustion.

Layers of the Earth Diagram

Draw a labeled cutaway of Earth's layers — crust, mantle, outer core, and inner core.

Nitrogen Cycle Diagram

Draw a labeled nitrogen cycle with fixation, nitrification, and denitrification.

Hundreds Chart Maker

Create filled or blank 1-100 charts with skip counting, primes, and number patterns.

Solar System Diagram

Draw a labeled solar system with the Sun, eight planets, orbits, and the asteroid belt.

Moon Phases Diagram

Draw the eight labeled moon phases and the Sun-Earth-Moon geometry behind them.

Ogive (Cumulative Frequency) Maker

Use Ogive (Cumulative Frequency) Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Dendrogram Maker

Use Dendrogram Maker with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Paper Figure Maker

Generate journal-ready schematics, mechanism figures, and summaries for your paper.

Biology & Medical

Immunology Diagram Generator

Draw labeled immunology diagrams — antibodies, antigen presentation, T-cell activation, and immune checkpoints.

Signaling Pathway Diagram Generator

Draw labeled signaling cascades — MAPK, PI3K-AKT, Wnt, NF-κB, JAK-STAT, and TGF-β.

PCR Diagram Generator

Draw labeled PCR diagrams — the thermal cycle, qPCR curves, RT-PCR, primers, and workflows.

Western Blot Figure Generator

Draw labeled western blot workflows and results — bands, loading controls, and quantification.

Cladogram Maker

Build labeled cladograms and phylogenetic trees from text.

Biological Pathway Diagram Generator

Create signaling pathway and molecular cascade diagrams

Medical Illustration Generator

Create medical diagrams, anatomy figures, and teaching visuals

Clinical Illustration Generator

Create anatomical diagrams and medical procedure figures

Medical Infographic Maker

Create medical infographics and patient education visuals

ELISA Diagram Generator

Draw labeled ELISA diagrams — sandwich, indirect and competitive assays, workflow, plate layouts, and standard curves.

Flow Cytometry Diagram Generator

Draw labeled flow cytometry figures — cytometer schematics, gating strategies, dot plots, immunophenotyping, and FACS sorting.

Gel Electrophoresis Diagram Generator

Draw labeled gel electrophoresis figures — agarose and SDS-PAGE gels, apparatus, workflow, ladders, and result lanes.

Phylogenetic Tree Maker

Generate labeled evolutionary trees with branch lengths from text.

Volcano Plot Generator

Use Volcano Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Forest Plot Generator

Use Forest Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Kaplan-Meier Plot Generator

Use Kaplan-Meier Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

CONSORT Flow Diagram Generator

Build clinical trial participant flow diagrams with n= counts.

Dose–Response Curve Generator

Use Dose–Response Curve Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Growth Curve Generator

Use Growth Curve Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Standard Curve Generator

Use Standard Curve Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

MA Plot Generator

Use MA Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Enrichment Plot Generator

Use Enrichment Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Enzyme Kinetics Plot Generator

Use Enzyme Kinetics Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Parts of a Flower Diagram

Draw a labeled flower showing petals, sepals, stamen, and pistil for biology class.

Plant Life Cycle Diagram

Draw a labeled plant life cycle from seed to germination, growth, and flowering.

Food Chain Diagram Maker

Draw clean, labeled linear food chains with arrows showing energy flow.

Bland-Altman Plot Generator

Use Bland-Altman Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Funnel Plot Generator

Use Funnel Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Manhattan Plot Generator

Use Manhattan Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

UpSet Plot Generator

Use UpSet Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Waterfall Plot Generator

Use Waterfall Plot Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Gene Map Maker

Draw a labeled genetic linkage or physical map showing gene loci and markers along a chromosome in centimorgans or megabases.

Plasmid Map Maker

Draw a labeled circular plasmid map with the ori, selectable marker, MCS, promoter, and restriction sites from a text description.

Metabolic Pathway Diagram Generator

Create metabolic pathway diagram visuals for central carbon metabolism, glycolysis, TCA links, flux arrows, compartments, and energy outputs.

Lateral Flow Assay Diagram Generator

Create lateral flow assay diagram visuals for sample pads, conjugate pads, nitrocellulose membranes, test lines, control lines, and capillary flow.

Brainstem Diagram Generator

Create brainstem diagram visuals for midbrain, pons, medulla, cranial nerve nuclei, tracts, vascular territories, and clinical lesion callouts.

Oxidative Stress Pathway Diagram Generator

Create oxidative stress pathway diagram visuals for ROS sources, mitochondria, antioxidant enzymes, Nrf2 signaling, lipid peroxidation, inflammation, and cell outcomes.

Tumor Microenvironment Diagram Generator

Create tumor microenvironment diagram visuals for tumor cells, immune cells, CAFs, blood vessels, hypoxia, ECM remodeling, and immune checkpoints.

Ferroptosis Pathway Diagram Generator

Create ferroptosis pathway diagram visuals for iron metabolism, System Xc-, glutathione, GPX4, ACSL4, lipid peroxidation, and ferroptotic cell death.

Subdural Hematoma Diagram Generator

Create subdural hematoma diagram visuals for dura, arachnoid, bridging veins, crescent-shaped bleeding, mass effect, CT-style views, and acute or chronic changes.

Chemistry & Materials

Chemistry Diagram Generator

Create chemistry figures, TOC graphics, and molecular visuals

Reaction Mechanism Figure Generator

Draft organic, catalytic, and electrochemistry mechanism figures

Mechanism Figure Generator

Create signaling pathway and molecular mechanism illustrations

Materials Science Figure Generator

Generate crystal structures and characterization schematics

Nanoparticle Synthesis Diagram Generator

Create nanoparticle synthesis diagram visuals for precursors, nucleation, growth, capping, surface functionalization, purification, and characterization readouts.

Microfluidic Chip Diagram Generator

Create lab-on-a-chip schematics with labeled inlets, microchannels, mixing and reaction chambers, detection windows, and outlets for droplet and organ-on-a-chip devices.

Bell Curve Generator

Create labeled normal distribution graphs with shaded probability regions.

Molecular Orbital Diagram Generator

Build labeled MO energy-level diagrams from text.

Engineering & Systems

Workflow Diagram Generator

Generate experimental flowcharts and research methodology diagrams

Schematic Diagram Generator

Generate experimental setup and conceptual schematic diagrams

AI Architecture Diagram Generator

Create neural network and system architecture figures

RAG Architecture Diagram Generator

Create rag architecture diagram visuals for retrieval-augmented generation pipelines, embeddings, vector databases, rerankers, context assembly, and LLM answers.

LLM Architecture Diagram Generator

Create llm architecture diagram visuals for transformer blocks, attention layers, training pipelines, inference serving, KV cache, and model outputs.

Neural Network Diagram Generator

Draw labeled deep-learning architectures — CNNs, Transformers, RNN/LSTM, U-Net, and ML pipelines.

PRISMA Flow Diagram Generator

Create PRISMA 2020 flowcharts for systematic reviews and meta-analyses.

Conceptual Framework Maker

Generate labeled research framework diagrams with variables and relationships

Sankey Diagram Generator

Use Sankey Diagram Generator with CSV or Excel data. Python renders the chart; refine labels, styling, and export in SciVis.

Precision-Recall Curve Generator

Generate a precision-recall curve from observed labels and predicted probabilities, with prevalence baseline, thresholds, and average precision when available.

Model Calibration Plot Generator

Create a model calibration plot or reliability diagram from observed outcomes and predicted probabilities, with probability bins and a perfect-calibration reference.

Confusion Matrix Generator

Generate binary or multiclass confusion matrices from actual and predicted labels, with readable counts, normalized percentages, and publication-ready export.

Education Tools

Labeled classroom diagrams and study visuals for teaching, homework, and revision across biology, chemistry, physics, and earth science.

Popular education tools

AI Cheat Sheet Maker

Turn a topic or your notes into a one-page visual study sheet for revision and exams.

Concept Map Generator

Turn a science topic into a labeled concept map showing concepts and their relationships.

Textbook Illustration Maker

Illustrations tailored for textbooks and learning materials

Venn Diagram Maker

Draw labeled set overlaps with 2, 3 or more circles.

Cell Diagram Generator

Draw labeled animal, plant, eukaryote, and prokaryote cells with correct organelles.

Workflow Diagram Generator

Generate experimental flowcharts and research methodology diagrams

Study & Revision

AI Cheat Sheet Maker

Turn a topic or your notes into a one-page visual study sheet for revision and exams.

Concept Map Generator

Turn a science topic into a labeled concept map showing concepts and their relationships.

Textbook Illustration Maker

Illustrations tailored for textbooks and learning materials

Venn Diagram Maker

Draw labeled set overlaps with 2, 3 or more circles.

Biology Diagrams

Cell Illustration Generator

Create cell biology diagrams and organelle illustrations

Plant Cell Diagram

Generate a labeled plant cell diagram with all organelles.

Food Web Maker

Diagram energy flow through producers, consumers, and decomposers.

Animal Cell Diagram

Generate a labeled animal cell diagram with all organelles.

Pedigree Chart Maker

Generate standard genetics pedigree diagrams from a family description.

Cell Diagram Generator

Draw labeled animal, plant, eukaryote, and prokaryote cells with correct organelles.

Cell Membrane Diagram Generator

Draw a labeled fluid mosaic model with bilayer, proteins, and transport.

Neuron Diagram Generator

Draw labeled nerve cells with dendrites, axon, myelin, and synapses.

Plant vs Animal Cell Diagram

Compare plant and animal cells as a Venn diagram or side by side.

Punnett Square Maker

Draw labeled monohybrid, dihybrid, sex-linked and blood-type cross diagrams.

Anatomy Diagram Generator

Create labeled human body, organ, and system anatomy diagrams with AI.

DNA Diagram Generator

Draw labeled DNA diagrams: double helix, base pairs, replication, and DNA vs RNA.

Transcription & Translation Diagram

Generate labeled central dogma, protein synthesis, mRNA, and codon diagrams from text.

Eye Anatomy Diagram Generator

Create clearly labeled human eye diagrams, cross sections, and retina detail for study.

Ear Anatomy Diagram Generator

Draw labeled ear diagrams with the pinna, ossicles, cochlea, and semicircular canals.

Heart Diagram Generator

Create accurate, labeled human heart diagrams with chambers, valves, and blood flow.

Brain Diagram Generator

Create labeled human brain anatomy diagrams, lobes, and cross sections in seconds.

Digestive System Diagram Generator

Draw a labeled human digestive system, organs, and digestion flow with AI

Skeletal System Diagram Generator

Create labeled skeleton diagrams, bone charts, blank worksheets, and answer keys.

Muscular System Diagram Generator

Create labeled muscle anatomy diagrams in anterior and posterior views.

Lymphatic System Diagram Generator

Create labeled lymphatic anatomy, lymph-flow diagrams, and worksheets.

Urinary System Diagram Generator

Create labeled urinary anatomy, urine-flow diagrams, and worksheets.

Endocrine System Diagram Generator

Create labeled endocrine-gland maps, hormone diagrams, and worksheets.

Stomach Diagram Generator

Create labeled stomach anatomy, wall-layer diagrams, and worksheets.

Foot Anatomy Diagram Generator

Create labeled foot bones, muscles, ligaments, and anatomy worksheets.

Shoulder Anatomy Diagram Generator

Create labeled shoulder bones, rotator cuff, ligaments, and worksheets.

Nervous System Diagram Generator

Draw a labeled human nervous system, central and peripheral divisions, and nerves with AI

Mitosis Diagram Generator

Draw labeled phases of mitosis — prophase, metaphase, anaphase, telophase — in order.

Meiosis Diagram Generator

Create labeled meiosis diagrams, the phases of meiosis I and II, and crossing over.

Cell Cycle Diagram Generator

Make labeled cell cycle diagrams with interphase, G1, S, G2, the M phase and checkpoints.

Mitochondria Diagram Generator

Create labeled mitochondria diagrams with cristae, matrix, and membranes

Chloroplast Diagram Generator

Draw a labeled chloroplast with membranes, stroma, thylakoids, and grana.

Golgi Apparatus Diagram Generator

Draw a labeled Golgi body with cisternae, cis and trans faces, and vesicles.

Dichotomous Key Maker

Draw labeled dichotomous identification keys with paired either/or choices from text.

Photosynthesis Diagram Generator

Labeled photosynthesis diagrams — overview, light reactions, Calvin cycle, and equation.

Krebs Cycle Diagram Generator

Draw a labeled citric acid (TCA) cycle with all 8 intermediates.

Skin Diagram Generator

Create labeled skin cross-sections showing the epidermis, dermis and hypodermis, hair follicles, glands and sensory receptors, plus blank worksheets.

Respiratory System Diagram Generator

Create labeled respiratory system diagrams covering the airway, bronchial tree, alveolar gas exchange and breathing mechanics, plus blank worksheets.

Kidney Diagram Generator

Create labeled kidney sections showing the cortex, medulla, pyramids, calyces and renal blood supply, plus blank worksheets for students.

Lungs Diagram Generator

Create labeled lung diagrams covering the lobes and fissures, bronchopulmonary segments, alveoli and pleural membranes, plus blank worksheets.

Nephron Diagram Generator

Create labeled nephron diagrams covering the glomerulus, tubule segments, loop of Henle and the three processes of urine formation, plus blank worksheets.

Microscope Diagram Generator

Create labeled compound microscope diagrams covering every part, the light path and the objective lenses, plus blank worksheets for students.

Female Reproductive System Diagram Generator

Create labeled female reproductive anatomy, ovarian follicle development, the menstrual cycle and implantation figures, plus blank worksheets.

Tooth Anatomy Diagram Generator

Create labeled tooth cross-sections, the four tooth types, enamel and dentin histology and decay stages, plus blank worksheets for students.

Chemistry & Physics

Lewis Dot Structure Generator

Draw electron dot diagrams for any molecule or ion instantly.

Free Body Diagram Maker

Draw labeled physics force diagrams from a text description.

Circuit Diagram Maker

Draw clean electrical circuit schematics with standard symbols from a text prompt.

Bohr Model Maker

Draw clean, labeled Bohr diagrams with a nucleus and electron shells from a text prompt.

Particle Diagram Generator

Draw labeled solid, liquid, and gas particle diagrams with correct arrangement.

Earth Science

Biogeochemical Cycle Diagram

Draw labeled carbon, nitrogen, water and other nutrient cycles.

Water Cycle Diagram Generator

Draw a clean, labeled water cycle with evaporation, condensation and precipitation.

Rock Cycle Diagram Generator

Draw labeled igneous, sedimentary, and metamorphic rock cycle diagrams with AI.

Language & Grammar

Sentence Diagram Generator

Diagram any sentence in Reed-Kellogg style instantly with AI.

Syntax Tree Generator

Turn any sentence into a labeled phrase-structure tree instantly.

Utilities & Reference

Cross-cutting tools that serve both research and teaching: image conversion and cleanup, plus verified reference tables for journal specs, resolution, and accessibility.