Sobol
PulseAugur coverage of Sobol — every cluster mentioning Sobol across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Study reveals random testing underestimates neural operator error
A new study published on arXiv investigates the accuracy of neural operators, specifically those utilizing wave-based processors for Fourier layers. The research highlights that random-device testing significantly under…
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Physics-based model predicts IN718 texture in 3D printing
Researchers have developed a novel two-stage physics-based model for predicting crystallographic texture intensity in Inconel 718 (IN718) during laser powder bed fusion. The model first maps process variables to melting…
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New Hyperellipsoid Density Sampling accelerates high-dimensional optimization
A new sampling strategy called Hyperellipsoid Density Sampling (HDS) has been developed to improve high-dimensional optimization. HDS generates non-uniform sample sequences by defining hyperellipsoids across the search …