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Data Information integrated Neural Network (DINN) algorithm for modelling and interpretation performance analysis for energy systems

Developing a well-predictive machine learning model that also offers improved interpretability is a key challenge to widen the application of artificial intelligence in various application domains. In this work, we present a Data Information integrated Neural Network (DINN) algorithm that incorporat...

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Huvudupphov: Waqar Muhammad Ashraf, Vivek Dua
Materialtyp: Artigo
Språk:Inglês
Utgiven: Elsevier 2024-05-01
Serie:Energy and AI
Ämnen:
Explainable AI
Model interpretation
Scientific machine learning
Artificial neural network
Loss function
Länkar:http://www.sciencedirect.com/science/article/pii/S2666546824000296
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