ControlAR explores an effective yet simple conditional decoding strategy for adding spatial controls to autoregressive models, e.g., LlamaGen, from a sequence perspective. ControlAR supports arbitrary ...

Hence, this work proposes a hybrid model developed to significantly enhance the predictive accuracy of Electric Submersible Pumps by merging the strengths of mechanistic and neural network modeling.

The Nonlinear Autoregressive with Adaptive Exogenous Inputs (adaptive NARX) model establishes the time-varying architecture for the IGBT pulse signal, while the Random Vector Functional Link (RVFL) ...

The literature typically provides answers to this question based on structural models featuring exogenous productivity profiles. This approach faces two issues. First, it requires estimating the ...