3 papers
cs.LG2026
Multi-Label Node Classification with Label Influence Propagation
Yifei Sun, Zemin Liu, Bryan Hooi +4
Graphs are a complex and versatile data structure used across various domains, with possibly multi-label nodes playing a particularly crucial role. Examples include proteins in PPI…
math.NA2025
Efficient thermal simulation in metal additive manufacturing via semi-analytical isogeometric analysis
Yang Yang, Ye Ji, Matthias Möller +1
Thermal modeling of Laser Powder Bed Fusion (LPBF) is challenging due to steep, rapidly moving thermal gradients induced by the laser, which are difficult to resolve accurately wit…
cs.CE2023
Physics-informed neural network for friction-involved nonsmooth dynamics problems
Zilin Li, Jinshuai Bai, Huajing Ouyang +8
Friction-induced vibration (FIV) is very common in engineering areas. Analysing the dynamic behaviour of systems containing a multiple-contact point frictional interface is an impo…