Author

Y. Zhang

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Preprint Oct 2026

JAXIGA - A software framework for GPU-enabled and differentiable isogeometric analysis

In this paper, we present JAXIGA, an open-source library for isogeometric analysis based on JAX. The library separates the construction of the mesh from the computations which are traced for compilation and differentiation. This allows geometry evaluation, assembly and the supported solvers to be combined in a just-in-...

C. Anitescu, Y. Zhang · 0 citations

#machine learning Preprint Sep 2026

MGRD: Compact morphology-gated residual diffusion for variance-aware cross-domain neurite forecasting

MGRD is introduced, a compact stochastic surrogate that jointly forecasts twenty future neurite-morphology frames from ten observed frames while conditioning on morphology features derived from the latest observation to establish MGRD as a compact stochastic surrogate for neurite-morphology forecasting and case priorit...

Tsung-Yeh Hsieh, C. Anitescu, Chunghwan Kim et al. · 0 citations