Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series

Seyedeh Azadeh Fallah Mortezanejad, Ruochen Wang, Ali Mohammad-Djafari

A significant advancement in Neural Network (NN) research is the integration of domain-specific knowledge through custom loss functions. This approach addresses a crucial challenge…