One Mapper graph for 14154 QU papers - same embeddings as the AI Research Fingerprint page
This graph uses the same embeddings as the AI Research Fingerprint page. Larger nodes contain more papers; thicker links mean more shared papers between two nodes.
These are the largest Mapper nodes. The topic label is a simple content-derived label from the papers inside each node, so you can read the region without treating it like a BERTopic cluster.
| Mapper node | Topic label | Papers | Connections | Shared papers |
|---|---|---|---|---|
| cube123_cluster0 | Mental Health Impacts of COVID-19 Pandemic | 996 | 8 | 2969 |
| cube96_cluster0 | Hidradenitis Suppurativa: Insights into Treatment and Quality of Life | 993 | 11 | 2922 |
| cube56_cluster0 | Federated Learning Systems for Data Privacy Enhancement | 935 | 8 | 2782 |
| cube24_cluster0 | Membrane Technologies for Sustainable Water Desalination | 930 | 9 | 2786 |
| cube23_cluster0 | Corrosion Inhibitors for Steel Protection and Efficiency | 899 | 11 | 2691 |
| cube12_cluster0 | Catalytic Nanoparticles for Enhanced Fuel Cell Performance | 890 | 9 | 2658 |
| cube104_cluster0 | Interconnections of Economic Growth and Carbon Emissions | 847 | 8 | 2533 |
| cube110_cluster0 | Gestational Diabetes and Its Implications for Women | 830 | 11 | 2483 |
| cube13_cluster0 | Membrane Technologies for Sustainable Water Desalination | 814 | 8 | 2432 |
| cube55_cluster0 | Federated Learning Systems for Data Privacy Enhancement | 813 | 8 | 2410 |
| cube109_cluster0 | Gestational Diabetes and Its Implications for Women | 813 | 10 | 2402 |
| cube122_cluster0 | Vaccine Acceptance and Hesitancy Dynamics | 808 | 8 | 2398 |