SAI Tools
Semantic Scholar
A free research discovery service from Ai2 that supports paper search, citation exploration, and programmatic access.
research discoverycitation graph
View entry AI4S DB
Discover tools, models, and data
for science and research
Explore research resources organized by purpose and type
Explore: Paper reading · Data analysis · Biomedical research
A PRACTICAL INTRODUCTION
What is AI for Science?
Understand where AI fits in scientific work, what AI4S covers, and why validation still matters.
EXPLORE AI4S DB
Browse by resource type
Separate AI tools, scientific models, research databases, infrastructure, and task-oriented workflows.
AI51 entriesM8 entriesDB26 entriesRI166 entriesWF8 guides
AI4S Tools
Tools that apply AI or machine learning directly to literature discovery, paper reading, evidence screening, scientific writing, data analysis, and domain research tasks.
AI4S Models
Scientific machine-learning models, model families, and direct implementations for fields including life science, chemistry, and materials research.
Research Databases
Databases and data resources for scholarly literature, citations, life science, chemistry, materials research, and related scientific domains.
Research Infrastructure
Software, frameworks, and platforms for scientific computing, data processing, visualization, experiment management, and reproducible workflows. Inclusion does not imply that a resource itself uses AI.
Research Workflows
Task-oriented guides to research steps, quality controls, and combinations of resources that can support individual stages.
RESEARCH WORKFLOWS
Start with the research task
Examine practical steps, quality-control questions, and tools that can support individual stages.
01020304
Research Literature Search
Turn a research question into a reviewable search strategy, then build a literature set across indexes and citation networks.
Research Paper Reading
Read a paper through its question, methods, evidence, and limits, keeping automated explanations anchored to the source.
Systematic Review and Evidence Screening
Run search, deduplication, screening, extraction, and synthesis through a prespecified and reproducible process.
Academic Writing and Manuscript Preparation
Build a manuscript from evidence and analysis records, using language tools without surrendering authorship or traceability.
EXPLORE BY RESEARCH TASK
Research task categories
SLiterature Search & DiscoveryFind papers, trace citations, and map research fields22RResearch Paper ReadingRead, annotate, and work through scholarly papers11LLiterature & Systematic ReviewScreen evidence and build reproducible review workflows13WAcademic WritingDraft, edit, cite, and prepare research manuscripts16DResearch Data AnalysisAnalyze data, run computations, and document workflows30VScientific VisualizationCreate research figures, diagrams, and data graphics30BBiology & Biomedical ResearchWork with biological data, proteins, and medical imaging78CChemistry & Materials ScienceExplore molecules, reactions, and computational materials51
EDITOR'S SELECTION
Selected AI4S tools
Tools that apply AI or machine learning directly to identifiable research tasks.
CAI Tools
Consensus
A research search service that retrieves evidence from scholarly papers and presents structured responses to research questions.
evidence searchresearch questions
View entry EAI Tools
Elicit
A research assistant for finding papers, extracting study information, and comparing evidence in structured tables.
paper searchevidence extraction
View entry RECENTLY ADDED
New to the database
NNAMDA parallel molecular-dynamics program for high-performance simulation of large biomolecular systems on multicore, cluster, and GPU platforms.InfrastructureOORCAA general-purpose quantum-chemistry package covering density-functional, correlated wave-function, multireference, and spectroscopic methods.InfrastructureUUGENEAn open-source cross-platform bioinformatics suite that combines sequence viewing, alignment, annotation, phylogenetics, and visual workflows.InfrastructureIITK-SNAPAn open-source desktop application for navigating, annotating, and segmenting three-dimensional medical images through manual and semi-automatic methods.InfrastructureNNGL ViewerAn open-source JavaScript viewer that uses WebGL to display proteins, nucleic acids, other molecular structures, and trajectories in a browser.InfrastructureHHypothesisA web service and browser extension for creating private, group, or public annotations on web pages and PDFs.Infrastructure