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Related Articles from SNS

A Fast Methane Detection Pipeline on Board Satellites Based on Mag1c-SAS and LinkNet

Announce Type: new Abstract: Methane is a potent greenhouse gas, and detecting leaks early via hyperspectral satellite imagery can help climate change mitigation efforts. Meanwhile, many existing hyperspectral missions only capture areas manually targeted by operators, thus missing potential events of interest.

arXiv CS 7d ago

SAS troops accused of war crimes not referred to police over morale fears, inquiry hears

This meant military police did not learn for years of allegations of extra-judicial killings.

BBC UK 12d ago

SAS troops accused of war crimes not referred to police over morale fears, inquiry hears

This meant military police did not learn for years of allegations of extra-judicial killings.

BBC News 12d ago

Small-angle solution scattering: from fundamental theory to practical approximations

arXiv:2606.05007v1 Announce Type: new Abstract: Small-angle scattering (SAS) is widely used in structural biology, soft matter, and colloidal science to probe molecular structures in solution. SAS rests on a single physical principle: wave interference from a distribution of scatterers, averaged over orientations. Yet the theoretical foundations of SAS are spread across the literature, often based on differing notation, definitions, and implicit assumptions.

arXiv Physics 6d ago

Transforming and Encoding FTS for SAT Solving: What Helps, What Hurts (Extended Version)

arXiv:2605.30563v1 Announce Type: new Abstract: Factored tasks are a classical planning representation that extends SAS+ with limited forms of disjunctive preconditions, conditional effects, and angelic nondeterminism. This allows for a more compact representation of tasks than traditional formalisms such as STRIPS or SAS+, and supports a wide range of task transformations. However, existing planning approaches for factored tasks have been limited to heuristic search methods.

arXiv CS 9d ago

Beyond Symmetric Alignment: Spectral Diagnostics of Modality Imbalance in Vision-Language Models in the Medical Domain

arXiv:2606.04613v1 Announce Type: new Abstract: Vision-Language Models (VLMs) struggle when applied to medical image-text data, yet the tools available to diagnose this failure remain limited. Existing representation alignment metrics are symmetric, collapsing both modalities into a single score and hiding which modality drives cross-modal degradation. We introduce the Spectral Alignment Score (SAS), an asymmetric metric that projects both modalities onto the principal eigenbasis of an...

arXiv CS 6d ago