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Simona Semeraro

Politecnico di Bari

Via Edoardo Orabona

Bari, 70123

Italy

  • Politecnico di Bari

SCHOLARLY PAPERS

2

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35

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0

Scholarly Papers (2)

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1.

Physics-Informed Neural ODE for Multi-Horizon Building Thermal Prediction: A BESTEST-Validated Two-Phase Framework

Number of pages: 33 Posted: 29 May 2026
Simona Semeraro, Gabriele Lobaccaro, Mohamed Hamdy and Umberto Berardi
Politecnico di Bari, Norwegian University of Science and Technology (NTNU), Norwegian University of Science and Technology (NTNU) and Politecnico di Bari
Downloads 24 (1,534,404)

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Physics-Informed Neural ODE, Building Thermal Modelling, Multi-Horizon Prediction, BESTEST Benchmark, Differential Predictive Control, Building energy management

2.

Physics-Informed Neural Networks for Predicting Indoor Temperature and Cooling Demand in Historic Buildings

Number of pages: 27 Posted: 15 Jun 2026
Simona Semeraro, Francesca Vecchi, Roberto Stasi and Umberto Berardi
Politecnico di Bari, Politecnico di Bari, Polytechnic University of Bari and Politecnico di Bari
Downloads 11

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Neural networks, Thermal comfort, Historic building, Energy efficiency, Energy demand