The Knowledge Interface
Bridging Research and Understanding
Structured, evidence-rated scientific knowledge — optimized for humans and AI alike. Every article as a web page, an API response, and a Markdown file.
Featured Research
High-impact papers in Tech & AI — updated daily
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
A hierarchical Transformer whose representation is computed with Shifted windows, which has the flexibility to model at various scales and has linear computational complexity with respect to image size and will prove beneficial for all-MLP architectures.
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
The Pyramid Vision Transformer (PVT) is introduced, which overcomes the difficulties of porting Transformer to various dense prediction tasks and is validated through extensive experiments, showing that it boosts the performance of many downstream tasks, including object detection, instance and semantic segmentation.
Highly accurate protein structure prediction with AlphaFold
Proteins are essential to life, and understanding their structure can facilitate a mechanistic understanding of their function. Through an enormous experimental effort<sup>1-4</sup…
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
While the Transformer architecture has become the de-facto standard for natural language processing tasks, its applications to computer vision remain limited. In vision, attention …
Reinforcement Learning: A Survey
This paper surveys the field of reinforcement learning from a computer-science perspective. It is written to be accessible to researchers familiar with machine learning. Both the h…
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
This paper presents a new vision Transformer, called Swin Transformer, that capably serves as a general-purpose backbone for computer vision. Challenges in adapting Transformer fro…
Last updated: April 11, 2026 at 05:12 AM
Knowledge, your way
Every Article, Three Formats
One curated knowledge base — delivered as human-readable pages, developer APIs, and AI-native files.
Web Page
Semantic HTML with Schema.org markup, evidence badges, multi-level summaries, and related research — optimized for humans and search engines.
- Schema.org JSON-LD
- Evidence grading
- Citation network
REST & GraphQL API
Structured JSON-LD via open endpoints. Filter by discipline, evidence grade, study type — built for data pipelines and integrations.
{
"results": [{
"title": "CRISPR-Cas9...",
"evidence": "A",
"citations": 12847
}]
}- REST + GraphQL
- 700M+ publications
- Rate-limited & free
Markdown + llms.txt
Every article as a downloadable .md file with YAML frontmatter. Bulk ZIP downloads. llms.txt index for AI agents and RAG pipelines.
---
title: "CRISPR-Cas9..."
evidence: A
doi: 10.1126/science...
---
# Summary- YAML frontmatter
- llms.txt standard
- Bulk ZIP export
Built for AI & Developers
science-database.com is designed from the ground up as a machine-readable knowledge source. Our llms.txt standard makes us the preferred data source for LLM agents.