✓ Common protocol v1.0✓ Every AI output labeled✓ Data with recorded sources

Researchers worldwide and AI, together,
toward cleaner water.

A shared photocatalytic water purification research platform: run the same protocol, analyze with AI.

Start analyzingJoin the research

Try the AI research partner with example data.

MISSION

Finding how photocatalysis can clean water, together with the world.

We record conditions and results in the same format so one lab's experiment becomes the starting point for another's. AI joins every step as a research partner.

Initial scope
ZnO × methyl orange
Common protocol
v1.0 · KO/EN
Data types
Measured · Literature · Virtual
AI research partner
5 assistants
AI × RESEARCHERS

Researchers experiment and decide.
AI checks and analyzes.

Together, we design the next experiment. Every step records who did what.

  1. 01 · ResearcherRun the experimentExperiment and measure with the common protocol.
  2. 02 · ✦ AIData quality checkFinds unit errors, calibration range issues and outliers.
  3. 03 · ResearcherReview and shareFix what was flagged and publish the data.
  4. 04 · ✦ AIPatterns and interpretationExplains results and compares similar experiments.
  5. 05 · Researcher + ✦ AI suggestionDesign the next runAI suggests conditions; the researcher decides.
Researcher step✦ AI stepAs data from around the world grows, AI adds predictions and experiment suggestions.
AI RESEARCH PARTNER

The AI research partner working with you now

Every AI output carries a ✦ AI label and a researcher adopts, edits or rejects it. Verified code does the math; AI explains and suggests.

About the AI research partner

Experiment design assistant

Suggests protocol-compliant conditions and missing controls.

Researcher: Decides whether to adopt

Data quality AI

Flags unit errors, calibration range issues and pH effects.

Researcher: Fixes values or records a reason

Interpretation assistant

Explains graphs and reaction rates in plain words.

Researcher: Reviews before reporting

Literature assistant

Tabulates conditions and results from papers with source locations.

Researcher: Checks against the original

Multilingual assistant

Answers protocol questions and translates discussions.

Researcher: Checks the original text

EXAMPLE EXPERIMENT

Try the analysis and AI interpretation with an example

VIRTUALProtocol v1.0

ZnO reference run · EX-001

Open in the lab
Catalyst
ZnO 1 g/L
Initial conc.
10 mg/L
Light
UV-A 365 nm
pH (before → after)
6.5 → 6.8
Rate constant k
0.020min⁻¹
Removal at 120 min
90.9%

Virtual data for demonstration only. These are not real measurements.

GLOBAL RESEARCH

Global research status

Participating labs
0
Measured datasets
0
Countries
0

No measured data yet. We are waiting for the first participating lab.

Only real counts are shown. Example (virtual) data is not counted.

RESEARCH COMMUNITY

Working on something similar? Join in.

If you are researching photocatalysis or water treatment, or simply care about this idea, show your interest and support, and share your thoughts. Fellow researchers can find each other here.

Supporters
0
Doing similar research
0
Opinions shared
0

Our principles

Trustworthy data

Every dataset is labeled measured, literature or virtual, with its source and review status.

Transparent collaboration with AI

AI never replaces researchers' judgment. Every AI output is labeled and checked by a researcher.

Environmental safety

Applying lab results to real rivers or seas requires separate safety validation.