Coupled Adjoint-Based Sensitivities in Large-Displacement Fluid-Structure Interaction using Algorithmic Differentiation
Sign Up to like & getrecommendations! Published in 2018 at "International Journal for Numerical Methods in Engineering"
DOI: 10.1002/nme.5700
Abstract: Summary A methodology for the calculation of gradients with respect to design parameters in general Fluid-Structure Interaction problems is presented. It is based on fixed-point iterations on the adjoint variables of the coupled system using… read more here.
Keywords: fluid structure; using algorithmic; algorithmic differentiation; structure interaction ... See more keywords
Graph Computation Using Algorithmic Self-Assembly of DNA Molecules.
Sign Up to like & getrecommendations! Published in 2022 at "ACS synthetic biology"
DOI: 10.1021/acssynbio.2c00120
Abstract: DNA molecules have been used as novel computing tools, by which Synthetic DNA was designed to execute computing processes with a programmable sequence. Here, we proposed a parallel computing method using DNA origamis as agents… read more here.
Keywords: dna; computation using; using algorithmic; graph computation ... See more keywords
Using Algorithmic Transformations and Sensitivity Analysis to Unleash Approximations in CNNs at the Edge
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DOI: 10.3390/mi13071143
Abstract: Previous studies have demonstrated that, up to a certain degree, Convolutional Neural Networks (CNNs) can tolerate arithmetic approximations. Nonetheless, perturbations must be applied judiciously, to constrain their impact on accuracy. This is a challenging task,… read more here.
Keywords: sensitivity; sensitivity analysis; using algorithmic; transformations sensitivity ... See more keywords