Michael Vinyard
Biology · Deep learning · Single-cell
About
I am building at the intersection of biology and deep learning. I am interested in predictive models of cells. In my free time, I am an amateur chicken tender.
- CurrentlyBuilding something new
- PreviouslyPhD at Harvard thesis
Publications
- Learning cell dynamics with neural differential equations
- SWIFT-seq enables comprehensive single-cell transcriptomic profiling of circulating tumor cells in multiple myeloma and its precursors
- Defining and benchmarking open problems in single-cell analysis
- A molecular glue approach to control the half-life of CRISPR-based technologies
- An autoinhibitory switch of the LSD1 disordered region controls enhancer silencing
- Integrative dissection of gene regulatory elements at base resolution
- SIMBA: single-cell embedding along with features
- singlecellVR: Interactive Visualization of Single-Cell Data in Virtual Reality
- Assessment of computational methods for the analysis of single-cell ATAC-seq data
- Assessment of computational methods for the analysis of single-cell ATAC-seq data
- Assessment of computational methods for the analysis of single-cell ATAC-seq data
- CRISPR-suppressor scanning reveals a nonenzymatic role of LSD1 in AML