Kendall A. Reid

The paper evaluates single-cell perturbation prediction models by developing a taxonomy and tool to standardize benchmarking protocols across datasets.

This paper examines whether diffusion models can extract physics-like energies for protein docking, finding they can recover energy funnels comparable to Rosetta in 9 out of 25 cases.

The paper compares Wasserstein critics and discriminators for single-cell data integration, finding Wasserstein critics offer better mixing but risk over-correction, while discriminators provide more stable results.