Latin hypercube sampling
PulseAugur coverage of Latin hypercube sampling — every cluster mentioning Latin hypercube sampling across labs, papers, and developer communities, ranked by signal.
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Bayesian optimization refines PCSEL design for optical communication
Researchers have developed a reliability-aware Bayesian optimization method to refine the design of 1310 nm photonic-crystal surface-emitting lasers (PCSELs). This approach couples a finite-difference time-domain solver…
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New ALLUDE system evaluates adversarial attacks in realistic environments
Researchers have developed ALLUDE, a novel evaluation system designed to test adversarial attacks against vision models in more realistic and varied conditions. By integrating differentiable rendering, ALLUDE allows for…
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New sampling method enhances AI surrogate model accuracy for engineering
A new adaptive sequential sampling method has been developed for constructing polynomial chaos expansion surrogate models, specifically generalized for vector-valued quantities of interest. This method aims to improve t…
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New FMQA method improves optimization by ensuring complete marginal bit coverage
Researchers have developed a new method to improve the Factorization Machine with Quadratic-Optimization Annealing (FMQA) by addressing issues with initial training data design. When FMQA is used with one-hot encoding f…