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cs.DC2026
What Bloats Your Floats? Right-Sizing Numerical Precision for Scientific Computing
Pratyai Mazumder, Alexandru Calotoiu, Marcin Copik +3
While FP64 (binary64) remains the standard representation of real numbers in scientific computing, hardware trends increasingly favor low-precision formats optimized for AI workloa…
cs.DC2026
ADELIA: Automatic Differentiation for Efficient Laplace Inference Approximations
Afif Boudaoud, Lisa Gaedke-Merzhäuser, Alexandros Nikolaos Ziogas +6
Spatio-temporal Bayesian inference drives environmental and health sciences using latent Gaussian models. Integrated Nested Laplace Approximations (INLA) enable inference for these…