Doris is a Scientist developing methods for modeling macromolecular structures and dynamics, with a focus on aligning generative models with experimental observations and physics-based simulations. She earned her B.S. in Computer Science from Stanford University and her Ph.D. in Biochemistry and Molecular Biophysics from Caltech. Before her current role, she was a Research Associate at SLAC-LCLS, where she developed machine learning methods for macromolecular crystallography and supported user data processing.