
South Africa
MXene Nanostructures
Laureate • 2026
South Africa Global #436
South Africa Global #644
South Africa Global #1035Logarithmic Impact Normalization
Citation counts often follow a power-law distribution. To prevent single outlier papers from skewing the entire dataset, we apply a Log₁₀ transformation. This ensures that rankings reflect consistent high-quality research rather than viral anomalies.
Bibliometric Disambiguation
Unlike simple counting, our engine employs a multi-factor verification system. We cross-reference DOIs against University affiliations to ensure that "Volume" represents distinct, validated scientific contributions.
Institutional Normalization
We normalize institutional naming conventions (e.g., merging satellite campuses) to provide an aggregated view of a university's true global research footprint.
Temporal Data Horizon
To ensure citation maturity and data stability, this ranking analyzes a specific publication window from 1 July 2024 to 30 June 2025. This standardized 12-month horizon provides a balanced observation period, allowing recently published research sufficient time to be indexed across global bibliometric databases and accrue measurable scientific impact before the 2026 award cycle.
