Researchers have developed a new algorithmic model that can improve predictions of cooling demand for greener buildings. This ...

For the first time, physicists in Italy have created a 'lump soliton': an extremely stable packet of light waves which can ...

Abstract: Neural networks (NNs) have gained significant popularity for modeling complex, nonlinear systems due to their powerful approximation capabilities. However, designing an appropriate network ...

Abstract: This article proposes a deep Koopman-based identification method for nonlinear dynamical systems with modeling residuals learned recursively by incremental Gaussian process regression (IGPR) ...