Academic & Research Math

Standardized tools for grading and citation mapping.

Scale educational grading with square root and linear curves, and project researcher impact using h-index linear growth models. Built for academia.

Curved Grade80%
GPA Shift+1.0
Citations/Year106
Projected h-index (5y)18

Grade Metrics & Impact Math

The Square Root Curve Method

Often used in higher education physics and mathematics, the "Square Root Curve" follows the formula $10 \times \sqrt{x}$. It gives a larger boost to students at the lower end of the spectrum while maintaining ceiling integrity ($100 \text{ remains } 100$).

h-index Linear Growth

The h-index is a metric for both productivity and citation impact. Research suggests that for many academics, the h-index grows linearly. Our projection tool uses your current citation-to-year ratio to estimate your status in five years.