2 papers
cs.LG2026
Out-of-distribution generalization of deep-learning surrogates for 2D PDE-generated dynamics in the small-data regime
Binh Duong Nguyen, Stefan Sandfeld
Partial differential equations (PDEs) are a central tool for modeling the dynamics of physical, engineering, and materials systems, but high-fidelity simulations are often computat…
cs.CV2024
Combining unsupervised and supervised learning in microscopy enables defect analysis of a full 4H-SiC wafer
Binh Duong Nguyen, Johannes Steiner, Peter Wellmann +1
Detecting and analyzing various defect types in semiconductor materials is an important prerequisite for understanding the underlying mechanisms as well as tailoring the production…