CASCADE stands for Causality-Aware Single-Cell Adaptive Discover/Deduction/Design Engine. It is a deep learning-based bioinformatics tool for causal gene regulatory network discovery, counterfactual perturbation effect prediction, and targeted intervention design based on high-content single-cell perturbation screens.