Dr. Cheng’s computational research expertise includes kernel based nonlinear methods, machine learning, and database development for big data. In particular, her computational research is in the scope of system pharmacology. Her research application includes cancer genomics, precision medicine, system pharmacology and drug discovery. Her current research interest is to develop system pharmacology models to predict drug response for either single drug or drug combinations in both in vitro and clinical settings.
Education and Training
PhD, Control Science and Engineering, Donghua University, P.R. China, 2012
MA, Computer Science, Xinjiang University, P.R. China, 2006
BA, Applied Mathematics, Xinjiang Normal University, P.R. China, 1998
340-H Lincoln Tower