Swain, Brendan

Deep learning perturbation models can outperform baselines on calibrated metrics

Miller, H. E., Mejia, G. M., Leblanc, F. J. A., Swain, B., Wang, B., & de Lima Camillo, L. P. (2026) · Nature Biotechnology

Gene Regulatory Network AnalysisCRISPR and Genetic Engineering

Cited by 18

Diversity by Design: Addressing Mode Collapse Improves scRNA-seq Perturbation Modeling on Well-Calibrated Metrics

Mejia, G. M., Miller, H. E., Leblanc, F. J. A., Wang, B., Swain, B., & Camillo, L. P. D. L. (2025) · arXiv

Single-cell and spatial transcriptomicsGene Regulatory Network Analysis

Cited by 6