2 papers
physics.comp-ph2026
Adaptive Uncertainty-Guided Surrogates for Efficient phase field Modeling of Dendritic Solidification
Eider Garate-Perez, Kerman López de Calle-Etxabe, Oihana Garcia +3
The high computational cost of phase field simulations remains a major limitation for predicting dendritic solidification in metals, particularly in additive manufacturing, where m…
cs.CE2025
Data-Driven Differential Evolution in Tire Industry Extrusion: Leveraging Surrogate Models
Eider Garate-Perez, Kerman López de Calle-Etxabe, Susana Ferreiro
The optimization of industrial processes remains a critical challenge, particularly when no mathematical formulation of objective functions or constraints is available. This study…