Interpretable Multi-Source Data Fusion Through Latent Variable Gaussian Process

Sandipp Krishnan Ravi,Yigitcan Comlek, Arjun Pathak,Vipul Gupta,Rajnikant Umretiya,Andrew Hoffman, Ghanshyam Pilania,Piyush Pandita,Sayan Ghosh, Nathaniel Mckeever,Wei Chen,Liping Wang

Engineering Applications of Artificial Intelligence（2025）

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Key words

Latent Variable Gaussian Process,Gaussian process regression,Multi-source modeling,Data fusion,Interpretable Artificial Intelligence,Uncertainty quantification,Probabilistic machine learning

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