Unit

SCI STI GFT Group

Group

Summary

The Dependable Control and Decision Group (DECODE) at EPFL focuses on developing next-generation systems that are dependable, autonomous, and adaptable to changes in internal dynamics and the environment. Their research includes neural networks for reliable machine learning and control, control of interconnected systems, and microgrids with flexible structures.

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SCI STI GFT Group

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Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Koopman-based Data-driven Robust Control of Nonlinear Systems Using Integral Quadratic Constraints

Data-Driven Control Synthesis using Koopman Operator: A Robust Approach