Person

Paul Scharnhorst

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https://people.epfl.ch/paul.scharnhorst

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Paul Scharnhorst

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

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach

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

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach