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Sensitivity analysis of physical regularization in physics-informed neural networks (PINNs) of building thermal modeling

Yongbao Chen, Huilong Wang, Zhe Chen

2025Building and Environment31 citationsDOI

Topics & Concepts

Sensitivity (control systems)Artificial neural networkRegularization (linguistics)ThermalStatistical physicsComputer sciencePhysicsEngineeringArtificial intelligenceElectronic engineeringThermodynamicsModel Reduction and Neural NetworksBuilding Energy and Comfort OptimizationHeat Transfer and Optimization
Sensitivity analysis of physical regularization in physics-informed neural networks (PINNs) of building thermal modeling | Litcius