ProfessorDante Kalise
Professor of Computational Optimisation and Control
Department of Mathematics - Faculty of Natural Sciences
Orcid identifier0000-0003-2327-1957 (opens in a new tab)
- Professor of Computational Optimisation and ControlDepartment of Mathematics - Faculty of Natural Sciences
- 742, Huxley Building, South Kensington Campus, United Kingdom
RESEARCH
Foundations. Optimal control with ODE/PDE constraints, mathematical control theory, convex optimisation. High-dimensional approximation and learning, numerical methods for Hamilton-Jacobi-Bellman and related PDEs. Optimal transport, mean-field control/games. Nonlinear model reduction.
Applications. Scientific Machine Learning, data-driven modelling \& control. Agent-based models: nonlocal PDES, collective behaviour, global optimisation. Nonlinear control design and planning. Control of PDEs: fluid flow and vibration control, actuator design, computational statistics.
Applications. Scientific Machine Learning, data-driven modelling \& control. Agent-based models: nonlocal PDES, collective behaviour, global optimisation. Nonlinear control design and planning. Control of PDEs: fluid flow and vibration control, actuator design, computational statistics.