Humanity’s List

Medicine·medRxiv

1. Do drugs proposed to protect or harm joints change serious osteoarthritis events? A meta-analysis of adverse event tables from 881 randomized trials

Physics·arXiv

2. A Topological -Geometrical Descriptor (TGD) for Scalable and Interpretable Modeling of Two -Dimensional Carbon Networks

We introduce a compact Topological-Geometrical Descriptor (TGD) for planar two-dimensional carbon networks.

Biology·arXiv

3. PMO-Dock: Benchmarking Docking, Specificity, and Generalization in Molecular Optimization

The Practical Molecular Optimization (PMO) benchmark standardized evaluation in molecular optimization, but it is built on simple property-based oracles that do not capture structure-based drug design.

Physics·arXiv

4. RINO: Renormalization Group Distillation with No Labels

Biology·bioRxiv

5. Reformulating Protein Corona Prediction as Universal Protein-conditioned Learning

Climate·arXiv

6. Learning by Examples: Power Grid Steady State Analysis with a Tabular Foundation Model