RamanBench unifies 74 datasets into the first large-scale reproducible benchmark for ML on Raman spectra, finding tabular foundation models outperform baselines but no method generalizes across datasets.
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A score-based diffusion generative model on deep infrared galaxy photometry yields a star formation rate density peaking at z=1.3 and shows distinct non-parametric star formation histories plus AGN activity peaking during the quenching transition of massive galaxies.
The α-index is a conserved position-weighted authorship framework with a senior-author penalty that decreases credit as the number of middle authors increases.
BIP! Scholar is a template-driven platform enabling contextualized, multi-dimensional researcher profiles for varied presentation and assessment needs.
Smokescreen is a Python package that blinds cosmological data vectors using Firecrown likelihoods on SACC files while encrypting the true data to avoid premature unblinding.
MetaConfigurator is extended with an AI-assisted RDF view that converts JSON data to ontology-based JSON-LD via RML mappings, demonstrated on MOF synthesis protocol data for querying and visualization.
cloelike is a new open Python package implementing composable Gaussian likelihoods for WL, GCph, GGL, full-shape spectra, and BAO in joint probe combinations for Euclid analyses.
cloelib is a modular JAX-based Python library for cosmological observables intended as reference infrastructure for Euclid's first data release.
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MetaConfigurator: AI-Assisted RDF Authoring from JSON Data
MetaConfigurator is extended with an AI-assisted RDF view that converts JSON data to ontology-based JSON-LD via RML mappings, demonstrated on MOF synthesis protocol data for querying and visualization.