Research OS — Now in Open Beta

From idea to published paper
in one day, not two weeks.

STEMIND is the all-in-one research workspace with AI pipelines, full audit trail, and peer review — trusted by researchers at Oxford, MIT & ETH Zürich.

Speed·1 day idea→draft
🔒Trust·Audit trail + CI score
👥Community·Real peer review
stemind.io/dashboard

LITERATURE SEARCH

Search by keywords, DOI, PMID, ArXiv ID

transformer attention physics informed
Search

Physics-Informed Neural Networks: A Deep Learning Framework...

96% match

Raissi et al. · Nature 2024 · arxiv

Read PDFAnnotateAI DigestCite

Lang-PINN: From Language to Physics-Informed Neural Networks...

88% match

Xin He, Liangliang You · arxiv · 2026

Read PDFAnnotateAI DigestCite
🔒 SSL secured·💳 No card needed to start·⭐ 30-day money-back·🌍 GDPR compliant

Used by beta researchers from

🎓University of Oxford
🎓MIT
🎓ETH Zürich
🎓Imperial College London
🎓TU Delft
🎓University of Cambridge
🎓Stanford University
🎓Harvard University
🎓Caltech
🎓NUS Singapore
🎓University of Oxford
🎓MIT
🎓ETH Zürich
🎓Imperial College London
🎓TU Delft
🎓University of Cambridge
🎓Stanford University
🎓Harvard University
🎓Caltech
🎓NUS Singapore

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Researchers

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Institutions

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Papers analyzed

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Core capabilities

Everything your research needs, in one place.

From literature discovery to manuscript drafting — AI pipelines built for how researchers actually work.

All plans

AI Paper Triage

Paste any DOI or abstract. Get a relevance score against your research profile and 3 evidence-based reasons in under 10 seconds. Open-access PDF via Unpaywall included.

Physics-Informed Neural Networks...96%
Attention Mechanisms in Transformers...91%
Lang-PINN: Language to Physics...88%
Analyzed 47 papers in 3.2 seconds
Pro · Research · Lab

Research Gap Detector

Select 5–50 papers. AI identifies methodological, contextual, and conflict gaps — each cited to the exact source. Zero hallucination.

Lab only

Lab Knowledge Graph

All lab papers as a citation + semantic network. New members understand the research landscape in 1 hour, not 3 months.

Pro · Research · Lab

Writing Assistant

Draft Related Work sections from your library with in-line citations linking to exact papers. Academic tone enforcement, LaTeX export, and anti-hallucination guarantees built in.

// Generated related work section
Recent advances in physics-informed learning [Raissi et al., 2024] demonstrate... building on attention mechanisms [Vaswani et al., 2023]...
Research · Lab

Publication Monitor

Upload a draft abstract. STEMIND scans arXiv and bioRxiv daily and alerts you if another group is publishing something too similar.

Lab only

PI Activity Feed

Real-time feed of every lab member's reading and annotations. Click any event to open the PDF at the exact highlighted passage.

See it in action

Three research modes, one workspace.

EXPLORE finds, DEVELOP builds, VALIDATE proves — seamlessly connected.

stemind.io/dashboard/explore

EXPLORE MODE

Literature Discovery

Search by keywords, DOI, PMID, ArXiv ID or URL

transformer attention physics informed neural nets
Search

Physics-Informed Neural Networks: A Deep Learning Framework for Solving Forward...

96%

Raissi et al. · Nature 2024 · arxiv

Read PDFAI DigestAnnotateCite

Lang-PINN: From Language to Physics-Informed Neural Networks via Language Model...

88%

Xin He · arXiv 2026

Read PDFAI DigestAnnotateCite

Attention Is All You Need: Transformer Architecture for Sequence-to-Sequence Tasks

82%

Vaswani et al. · NeurIPS 2023

Read PDFAI DigestAnnotateCite
What researchers say

Built for people who actually do research.

Real outcomes from researchers who use STEMIND daily.

SL

Sarah L.

@sarah_phd_cam

6 monthsof research saved

The Gap Detector found a methodological gap my advisor had missed for 6 months. I built my entire thesis around it — accepted on first submission. @STEMIND_io is genuinely insane.

9:41 AM · Mar 5, 2025

1.3K
347
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JK

Prof. James K.

@PI_compbio

2 hrs/weeksaved per PI

We cancelled Elicit and Notion. The PI Feed alone saves me 2 hours per week. My lab now reads overlapping papers instead of duplicating effort — and our paper output doubled. @STEMIND_io

2:15 PM · Feb 18, 2025

892
203
Share
MR

Marco R.

@marco_materials

3 weeksahead of competition

The publication monitor caught a Stanford group working on the same problem as my postdoc project. I published 3 weeks before their preprint dropped. STEMIND literally protected my career trajectory.

6:30 AM · Jan 29, 2025

2.1K
619
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How we compare

We do what others can't

FeatureSTEMINDElicitZoteroNotion
AI triage with relevance score✓ Full
Research gap detection✓ FullPartial
Shared PDF annotations✓ FullPartial
PI activity feed✓ FullPartial
Publication monitor✓ Full
Anti-hallucination citations✓ FullPartial
Flat-rate lab pricing$249/team$65/usrFree$15/usr

Pricing

Simple pricing. Serious research.

Start with a 7-day PRO trial — no credit card needed.

Free

Try before you commit

$0

Best for exploring

Get started free
  • 100 searches/day
  • 5 AI Digests/day
  • 50 papers in library
  • 2 Nexus Explore / month
  • Smart Alerts (read-only)
  • Citation export (APA, BibTeX)
  • Conference deadline tracker
  • Nexus Develop
  • Peer Review
  • Grant Writing AI

Starter

For PhD students starting out

$15/ mo

Best for students

Start Starter plan →
  • 1,000 searches/day
  • 30 AI Digests/day
  • 10 Nexus Explore / month
  • 3 Nexus Develop / month
  • Unlimited library
  • Active Smart Alerts
  • Citation export (all formats)
  • Email support 24h
Most Popular

Research

For serious individual researchers

$39/ mo

Best for researchers

Start Research →
  • Unlimited searches
  • 50 AI Digests/day
  • 30 Nexus Explore / month
  • 8 Nexus Develop / month
  • 2 Nexus Validate / month
  • Peer Review access
  • Grant Writing AI
  • Priority support 12h
Team

Lab

Shared workspace for research teams

$249/ mo

Best for PIs and labs

Get Lab →
  • Everything in Research
  • 10 team members
  • Shared Lab quota pool
  • Lab digest emails
  • Knowledge Graph
  • Lab Handover
  • Admin dashboard + analytics
  • Dedicated Slack support
EnterpriseCustom

Pharma, BigTech & Think Tanks — SSO, on-premise data, GDPR/HIPAA compliance, 20+ seats, SLA 99.9%

Contact sales →

Secure payments via Paddle · Cancel anytime · 30-day money-back guarantee

All prices include applicable taxes · The amount you see is the amount you pay

Frequently asked questions

Your research deserves better tools.

Start your 7-day PRO trial — no credit card needed. Upgrade when you're ready. 30-day money-back on all paid plans.

🔬 Found a research gap with STEMIND? Share it on X and inspire other researchers.

Share on X
50+
Institutions
4.8 / 5
Avg. user rating
1 day
Idea → draft
100%
Audit trail