1 citations · 1 across the 2 of their papers we have counts for
3 papers
physics.comp-ph2025
Virtual Sensing for Solder Layer Degradation and Temperature Monitoring in IGBT Modules
Andrea Urgolo, Monika Stipsitz, Hèlios Sanchis-Alepuz
Monitoring the degradation state of Insulated Gate Bipolar Transistor (IGBT) modules is essential for ensuring the reliability and longevity of power electronic systems, especially…
cs.CE2022★ 1 cited
Towards Real Time Thermal Simulations for Design Optimization using Graph Neural Networks
Helios Sanchis-Alepuz, Monika Stipsitz
This paper presents a method to simulate the thermal behavior of 3D systems using a graph neural network. The method discussed achieves a significant speed-up with respect to a tra…
physics.comp-ph2022
Approximating the full-field temperature evolution in 3D electronic systems from randomized "Minecraft" systems
Monika Stipsitz, Helios Sanchis-Alepuz
Neural Networks as fast physics simulators have a large potential for many engineering design tasks. Prerequisites for a wide-spread application are an easy-to-use workflow for gen…