A parametric autoencoder with non-negativity and softmax constraints learns interpretable latent chemical components and couples them to kinetics and heat release for improved reduced-order modeling of decomposition.
Nature methods , volume=
6 Pith papers cite this work. Polarity classification is still indexing.
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SPACO is a single-loop penalty-based stochastic algorithm for minimax optimization with nonlinear coupled constraints, achieving non-asymptotic complexity bounds and asymptotic convergence to enhanced KKT points.
Highland lunar impact flashes decay more slowly and last longer than mare flashes, indicating that early cratering stages depend on lunar surface lithology.
Tonic electrodermal activity responds additively to cognitive stress and physical exertion with no interaction, making it the strongest candidate for stress detection during activity among the five signals tested.
Rain on Rosh Chodesh or Shabbat Mevarechim raises the probability of a rainy month by roughly 16 percentage points in 1950-2024 Israeli data, with the signal weakening over time in line with shorter precipitation events.
Toeplitz MLP Mixers replace attention with masked Toeplitz multiplications for sub-quadratic complexity while retaining more sequence information and outperforming on copying and in-context tasks.
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