Pathway-Guided Optimization of Deep Generative Molecular Design Models for Cancer Therapy

Alif Bin Abdul Qayyum, Susan D. Mertins, Amanda K. Paulson +2

The data-driven drug design problem can be formulated as an optimization task of a potentially expensive black-box objective function over a huge high-dimensional and structured mo…