Zahra Zamanian

Status: PhD Student

Title of thesis: Modelling and Control of Energy Systems using Physics-based and Data-driven Approaches

Research Topic / Interests: My research focuses on integrating models and artificial intelligence (AI) into Battery Management Systems (BMS) and their applications, such as health-aware control in autonomous vehicles.

ARIAC Work Package: WP3 - integration of models and AI: theory-guided/physics-guided AI, digital twins, simulated data & reinforcement learning, simulation-based inference, ML for optimisation, optimisation for ML