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Research · Topic

Perturbation modelling

Predicting how cells respond to drugs, genetic changes and other interventions.

1 person2 publications3 toolsAlso called perturbation, perturbation-modeling

Research themes

1

People

1

  • Blake Sample

    Postdoctoral researcher

    Perturbation modelling · Generative models

Software

3

  • scGen

    Single cell perturbation prediction.

    361v2.1.05 y agoPython

  • chemCPA

    Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

    162Jupyter Notebook

  • CPA

    The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level.

    157v0.5.03 y agoPython

On the map

2

Plate II

Pl. II The map of publications (Plate II) with the 2 works tagged perturbation modelling drawn large in the colour of their island.

2 of 742 works marked · data synced 6 Nov 2026

Publications

2

  1. Representations, Single Cell
  2. Representations, Single Cell

News

1