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

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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Bibliographic Details
Main Authors: Waqar Muhammad Ashraf, Vivek Dua
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:Energy and AI
Subjects:
Explainable AI
Model interpretation
Scientific machine learning
Artificial neural network
Loss function
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546824000296

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http://www.sciencedirect.com/science/article/pii/S2666546824000296

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