Physics-Informed Neural Networks for Parameter Identification of Equivalent Thermal Parameters in Residential Buildings During Winter Electric Heating

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Bibliografske podrobnosti
izdano v:	Processes vol. 13, no. 9 (2025), p. 2860-2872
Glavni avtor:	Liu, Sijia
Drugi avtorji:	An, Qi, Yuan Ziyi, Pengchao, Lei
Izdano:	MDPI AG
Teme:	Energy management Accuracy Regression analysis Parameter identification Optimization techniques Equivalence Thermodynamic properties Residential buildings Heuristic Heuristic methods Efficiency Heat transfer Residential energy Data integrity Physics Neural networks Inverse problems Temperature Winter Electric heating Problem solving Learning Statistical methods Computing time
Online dostop:	Citation/Abstract Full Text + Graphics Full Text - PDF
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