2 papers
math.NA2026
When is the combined load identifiable from a stress-intensity profile? A coupled forward-inverse study on SIFBench finite-element data
Giansalvo Cirrincione, Filippo Grassia
This work studies the inverse problem of recovering the relative magnitudes of the tension, bending, and bearing loads acting on a crack from its stress-intensity-factor profile al…
cs.AI2026
Incremental Transformer for Surrogate-Based Inverse Design of Geopolymer Mixtures
Giansalvo Cirrincione, Filippo Grassia
Small-data inverse design is challenging in engineering informatics when observations are heterogeneous, mixed-type, and constrained by physical relations among design variables. T…