2 papers
math.NA2026
Kernel Learning of PDE Solution Operators
Jianyu Hu, Juan-Pablo Ortega
A kernel-based approach for the learning of the solution operator of general nonhomogeneous partial differential equations (PDEs) is proposed. The method incorporates physical prio…
nlin.CD2025
Learning the climate of dynamical systems with state-space systems
James Murray Louw, Juan-Pablo Ortega
State-space systems encompass a broad class of algorithms used for modeling and forecasting time series. For such systems to be effective, two objectives must be met: (i) accurate…