Concepedia

Stefan Brandt

SB

Statistics

Publications

4

Citations

121

H-Index

4

Active since

2019

Affiliations

Technische Universität Berlin(Current)

Stefan Brandt is an author at Technische Universität Berlin specializing in engineering, energy efficiency, and green building.

Top concepts

EngineeringGreen BuildingEnergy EfficiencyEnergy ManagementThermal EngineeringDesignForecastingData ScienceEnergy PolicyEnergy Supply

Publications per year

2019–2025

4

Publications

4

Relationship between feature importance and building characteristics for heating load predictions

Alexander Neubauer, Stefan Brandt, Martin Kriegel · Applied Energy · 2024 · 43 citations · Full text

Engineering, Machine Learning, Energy Efficiency +20

A methodology to support the decision-making process for energy retrofitting at district scale

Diana-Iulia Stanica, Arda Karasu, Daniel Brandt et al. · Energy and Buildings · 2021 · 29 citations

Decision-making Process, Engineering, Energy Management +11

Explainable multi-step heating load forecasting: Using SHAP values and temporal attention mechanisms for enhanced interpretability

Alexander Neubauer, Stefan Brandt, Martin Kriegel · Energy and AI · 2025 · 29 citations · Full text

Experimental investigation of heat transfer by unsteady natural convection at a vertical flat plate

Michael Schaub, Martin Kriegel, Stefan Brandt · International Journal of Heat and Mass Transfer · 2019 · 20 citations

Heat Transfer Process, Engineering, Experimental Investigation +8

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