2 papers
math.NA2026
Edge-preserving Bayesian neural networks via hierarchical sparsity-promoting priors
Jan Habscheid, Jan Glaubitz
Recovering piecewise-smooth functions with jump discontinuities from noisy, indirect, and incomplete data is a central task in computational inverse problems. Bayesian neural netwo…
cs.CE2025
A finite element solver for a thermodynamically consistent electrolyte model
Jan Habscheid, Satyvir Singh, Lambert Theisen +2
In this study, we present a finite element solver for a thermodynamically consistent electrolyte model that accurately captures multicomponent ionic transport by incorporating key…