Perturbation May 2026

: A meta-learning framework that translates existing perturbation atlases to predict responses in new biological contexts using only a few "seed" perturbations.

Several recent papers and frameworks focus on predicting these responses using machine learning: Key Research Papers (2024–2026) perturbation

: A neural network framework that predicts transcriptional responses to both single- and two-gene perturbations. perturbation