2 papers
cs.LG2026
A Deep Learning-based surrogate model for Severe Accidents in nuclear reactors using ASTEC
Alessandro Longhi, Danny Lathouwers, Zoltán Perkó
Integral codes like the Accident Source Term Evaluation Code (ASTEC) are powerful tools to study the physics of Severe Accidents (SAs) in nuclear reactors. Real time SA simulators…
cs.LG2025
A Deep Learning approach for parametrized and time dependent Partial Differential Equations using Dimensionality Reduction and Neural ODEs
Alessandro Longhi, Danny Lathouwers, Zoltán Perkó
Partial Differential Equations (PDEs) are central to science and engineering. Since solving them is computationally expensive, a lot of effort has been put into approximating their…