Welcome to the DOLS zone!
This site, a part of the ESSG, is devoted to research and teaching (12.S592) Dynamics, Optimization and Learning Systems in two specific ways:
- Understanding Machine Learning via Nonlinear and Stochastic Dynamical Systems and Optimization perspectives.
- Using the understanding to couple ML to System Dynamics and Optimization challenges for Nature's stochastic, nonlinear, high-dimensional processes.