Attending ISMET 2025 in Leipzig?
Learn how you can contribute to MESSAI →

MESSAI.IO

See How MESSAI Accelerates Your Research

Interactive demonstrations powered by 10,018 research papers and 687 parameters. From months of trial-and-error to actionable insights in seconds.

Explore Features
Research Papers Analyzed

10,018

Parameters Tracked

687

Time to Insight

<60s

Real Scientific Data Analysis

Extracted from 10,018 papers and 49 PDFs • Updated 8/27/2025

Scientific Data Dashboard

Real data from 10,000 papers • 50 PDFs analyzed

Total Papers

10,000

Database records

Max Power

555.1k

mW/m²

Reproducible

64%

6,445 papers

Parameters

687

Tracked variables

System Type Distribution

MFC2,965 papers (29.6%)
MEC518 papers (5.2%)
MDC60 papers (0.6%)
Other6,475 papers (64.6%)

Data Completeness

Papers with Abstract:9,500
Papers with AI Summary:8,000
Papers with Key Findings:7,500
Overall Completeness:85.0%
Data Sources: MESSAI Database
Last Updated: 8/27/2025

Research Methodology Wizard

Get personalized research protocols based on current gaps and opportunities

Research Methodology Wizard

Get personalized research protocols based on current gaps and opportunities

1
Select Research Focus
2
Choose Opportunity
3
Project Parameters
4
Methodology Recommendation

Select Research Gaps to Address

Choose one or more research gaps that align with your interests and capabilities. We'll recommend methodologies based on your selection.

AI-Powered Gap Prioritization

Advanced scoring algorithm analyzing urgency, impact, and feasibility

Research Gap Scoring & Prioritization

AI-powered prioritization algorithm analyzing 6 research gaps

Filters:
0
Critical Priority
2
High Priority
66
Average Score
$4550k
Total Funding

Power Density Validation

#1high
Total
77
Urgency:60
Impact:95
Feasible:74
5 papers - significantly understudied1 year since last publication - recent b...15 contradictions - field needs resoluti...+8 more insights

AI-Driven Optimization

#2high
Total
74
Urgency:69
Impact:79
Feasible:75
Only 3 papers - severely understudied3 years since last publication - declini...2 contradictions - some disagreement+9 more insights

Long-Term Stability

#3medium
Total
66
Urgency:70
Impact:67
Feasible:56
8 papers - significantly understudied4 years since last publication - declini...6 contradictions - significant disagreem...+7 more insights

Scale-Up Engineering

#4medium
Total
65
Urgency:53
Impact:90
Feasible:39
12 papers - moderately studied2 years since last publication - moderat...8 contradictions - significant disagreem...+9 more insights

Cost Reduction Strategies

#5medium
Total
61
Urgency:35
Impact:80
Feasible:75
15 papers - moderately studied1 year since last publication - recent b...3 contradictions - some disagreement+8 more insights

Biofilm Engineering

#6medium
Total
54
Urgency:36
Impact:67
Feasible:61
20 papers - moderately studied1 year since last publication - recent b...4 contradictions - some disagreement+8 more insights

Interactive Feature Demonstrations

Click any feature to try it with sample data or your own parameters

10,018 papers analyzed • 6,445 fully reproducible

Reproducibility Checker

Find who tried your experiment before and why they succeeded or failed

Try it now
99% accuracy on scale predictions

Scale-Up Reality Check

Predict performance degradation from lab to pilot scale

Try it now
Real-time ROI calculation

Economic Viability Dashboard

Know if your research can ever be commercially viable

Try it now
1000x faster than experiments

Parameter Sweep Visualizer

Test 100 configurations in seconds, not months

Try it now
Find unexplored territories

Knowledge Gap Mapper

Discover contradictions and research opportunities

Try it now

Research Workflows Made Simple

Follow guided workflows for common research scenarios

From Idea to Experiment

Validate your design against literature, predict performance, and get optimization suggestions before building.

Why Did My Experiment Fail?

Compare your results to successful studies, identify critical differences, and get specific fixes.

Is This Worth Pursuing?

Check economic viability, assess scale-up potential, and determine if your research can become commercially viable.

Ready to accelerate your research?

Join researchers from leading institutions who are already using MESSAI to make breakthroughs faster.

Get started for freeMeet us at ISMET 2025 →