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cs.CV2026
Contactless estimation of continuum displacement and mechanical compressibility from image series using a deep learning based framework
A. N. Maria Antony, T. Richter, E. Gladilin
Contactless and non-invasive estimation of mechanical properties of physical media from optical observations is of interest for manifold engineering and biomedical applications, wh…
math.NA2026
A robust and stable hybrid neural network/finite element method for 2D flows that generalizes to different geometries
Robert Jendersie, Nils Margenberg, Christian Lessig +1
The deep neural network multigrid solver (DNN-MG) combines a coarse-grid finite element simulation with a deep neural network that corrects the solution on finer grid levels, there…