Developed open-source libraries Gym-preCICE and polychaos-learn; collaborates with multiple internationally renowned institutions and individuals.
Research Experience
Leads the AI4NetZero research group; involved in several UKRI and industrially funded projects, such as enabling CO2 capture and storage using AI, reinforcement learning for flow control, etc.
Background
Leads the AI4NetZero research group, exploring innovative solutions to address the NetZero challenge. Research areas include scientific computing, machine learning, optimization, and control of large-scale computational models such as fluid flow, hydrology, and subsurface CO2 storage.
Miscellany
Contact details: email, postal address, phone, and fax.