SCIENTIFIC RESEARCH ENGINEERING

Build research from evidence,
not generated claims.

Literature → gap → mechanism → experiment → evidence → manuscript.

System ready
Gap-driven reasoning
Verified literature
Python + MATLAB
Claim-evidence validation
NEW RESEARCH

Create scientific project

REASONING PIPELINE

Scientific workflow

Literature→Gap→RQ→Mechanism→Experiment→Evidence→Paper
Scientific Integrity Guard

Numerical claims remain blocked until experiment evidence exists.

PROJECTS

Recent research

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